Top Machine Learning Companies & Best Machine Learning Developers

Technology now touches every aspect of life, and machine learning (ML) is growing as a basis of modern innovation. Machine learning has transformed the way companies function and prosper, from predicting market trends to changing client experiences. The demand for top machine learning firms is stronger than ever. Businesses want skilled partners to unlock the power of data-driven solutions. Our team focuses on the knowledge, innovation, and creative approaches provided by the premier machine learning companies. Finding the right partner is important. This applies whether you are a startup wanting to use AI or a company looking to improve operations. This is key to surviving in this complex but profitable industry.
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4.9 out of 5, based on 1944 real reviews.
Rankings updated: Mar 20, 2026

List of Top Machine Learning Companies | Best Machine Learning Developers

Certain agencies may be featured through sponsored placements. Rankings and SF Scores remain unbiased and are based solely on our evaluation methodology.

1514 Companies

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Profinit
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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 50% Software Development

  • 25% Web Development

Outsourcing Partner for SW Development & Maintenance

Profinit is one of the leading companies in Custom Software Development, AI & Data Science, Consulting and IT Outsourcing. IDC Research ranked Profinit as the 3rd largest custom application developer in the Czech Republic. Key clients: Erste Group, O2, BNP Paribas, KBC Group, Vodafone, Deutsche Telekom, Raiffeisenbank, Allianz, Société Générale, Prague Airport, CEZ Group, VIG (Vienna Insurance Group), Edenred, ING, NN, Darag, M.M. Warburg, Amplifi Capital, Confirmo, Bottomline, Nord/LB Profinit's services: Custom software development IT Outsourcing & Nearshore services Application management outsourcing BI/DWH design & development Big data & data science Enterprise integration Profinit's primary clients include banking, insurance, pharmaceutical and telecommunications companies in Central and Western Europe. The company also services a number of other private and public-sector organizations. Clients use Profinit's services and products in Germany, Austria, Benelux, the UK, and other countries, where Profinit operate in the nearshore mode. The company develops and maintains vital Internet banking systems and other bank applications, insurance policy management systems, B2B and B2C portals, EPM systems, fraud prevention solutions and even a mission-critical software system for an international airport. For more information visit the following websites: https://profinit.eu https://bigdataforbanking.com https://systemsmodernization.com https://cluemaker.com

View Profinit Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$10,000 - $20,000

Min. Budget Size
Inside Service Listing

600 - 800

Team size
Inside Service Listing

Prague , Czech Republic

Location
iMeta Technologies
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Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 50% Mobile App Development

  • 25% Blockchain Development

Building Blockchain, AI and Fintech Infrastructure

iMeta Technologies is the expertise blockchain development firm founded in 2021 with offices in Dubai, Mumbai and headquartered in Goa. We are offering software and services like Cryptocurrency exchange development, AI & Games development, NFT marketplace development, NFT games development, Wallet solutions, DAO Development and dAapp web3 services. We have developed 15+ crypto exchanges, 10+ NFT marketplaces, AI apps and Metaverse platforms successfully in recent times. Our team has strong experts in areas of blockchain, NFT, and Smart contracts. We stand as a reliable partner for individuals and businesses looking to navigate this dynamic landscape. Our commitment to excellence, security, and cutting-edge technology sets us apart as a top choice for custom software development needs. Our services includes the following, AI Development Game Development Cryptocurrency Exchange Development NFT Marketplace Development NFT Game Development Crypto Wallet Development Smart Contract Development Metaverse Development dApp Development DAO Development Defi development

View iMeta Technologies Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$25+

Min. Budget Size
Inside Service Listing

34+

Team size
Inside Service Listing

Mapusa , India

Location
GSS Tech Solutions
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Software Development

  • 25% Digital Marketing

Digital Solutions Provider

At GSS Tech, established as a leading Digital Agency in London, our mission is to deliver innovative solutions that drive growth and enhance efficiency. Since our inception, we have been dedicated to crafting bespoke strategies that address the unique needs of each client, ensuring that every project is approached with creativity and technical expertise. Our team comprises a blend of visionary creatives and tech-savvy professionals who collaborate seamlessly to provide exceptional digital services. From elevating your online presence to optimizing your digital processes, GSS Tech is your trusted partner for comprehensive digital solutions. We are committed to excellence and client satisfaction, striving to set the standard in the industry with our dedication to quality and innovation.

View GSS Tech Solutions Profile
Inside Service Listing

< $25/hr

Hourly Rate
Inside Service Listing

$1,000 - $5,000

Min. Budget Size
Inside Service Listing

50 - 100

Team size
Inside Service Listing

Hill of Fearn , UK

Location
Sarvika Technologies
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Web Development

  • 25% Cloud Computing Services

Building Scalable Tech for Smarter Businesses

Sarvika Technologies is a fast-growing IT services and solutions provider, offering comprehensive digital solutions across various industries. With a strong focus on innovation, quality, and customer satisfaction, Sarvika delivers tailored services in software development, eCommerce solutions, mobile app development, cloud computing, and DevOps. Founded in 2013, Sarvika Technologies has built a reputation for transforming complex business challenges into scalable technology solutions. Specializing in end-to-end product development and digital transformation, the company partners with startups, SMBs, and enterprises globally. Backed by a team of passionate technologists and industry experts, Sarvika aims to provide cutting-edge solutions that drive efficiency, enhance user experience, and accelerate business growth. With a customer-centric approach and a strong commitment to excellence, Sarvika is your trusted partner in navigating the ever-evolving digital landscape.

View Sarvika Technologies Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$5,000 - $999,999

Min. Budget Size
Inside Service Listing

51 - 249

Team size
Inside Service Listing

Jaipur , India

Location
kryptos Technologies
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Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 50% Internet of Things

  • 25% IT Services

Make IT Simple

Established in 2006, Kryptos was created with the vision of becoming a leading IT services company in USA & India. With more than fifteen years of experience under the belt, Kryptos is now a pioneer in managed IT & business services across the continents. Adding to its crown, Kryptos is as an established Microsoft Gold Partner, AWS Advanced Partner, ISO 20000 & 27001 certified organisation. With over 150+ certified employees in various technology solutions and services, we aim to provide exceptional services and with our team of vibrant industry experts who work round the clock to make this possible.

View kryptos Technologies Profile
Inside Service Listing

$150-$199/hr

Hourly Rate
Inside Service Listing

$10,000+

Min. Budget Size
Inside Service Listing

1 - 100

Team size
Inside Service Listing

Arlington , USA

Location
TechTaliya Informatics Pvt. Ltd.
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
info
Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Software Development

  • 25% Web Development

Empowering success with software solutions

TechTaliya leverages innovation and cutting-edge tech to solve real-world problems for global businesses. A technology services company serving multiple verticals, TechTaliya engineers end-to-end custom software solutions and state-of-the-art IoT and Data Science software, besides robust cloud-based solutions to work seamlessly across devices to power connected workplaces and residences. TechTaliya's powerful yet cost-effective enterprise solutions have helped establish a satisfied clientele by addressing their everyday business challenges to serve their customers in the best possible way. Strategic and innovative practices are employed by a team of experienced engineers, designers, and developers to transform concepts into successful products that reshape industry verticals and business processes.

View TechTaliya Informatics Pvt. Ltd. Profile
Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$1,000+

Min. Budget Size
Inside Service Listing

50 - 100

Team size
Inside Service Listing

Kochi , India

Location
Alcax Solutions
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Software Development

  • 25% Blockchain Development

App Development Comapany

Alcax Solutions is an ISO:9001 certified software and mobile app development company having a team of 150+ highly skilled experts and a strong portfolio of delivering 1500+ web and mobile applications to 500+ clients worldwide. Alcax is a global leader in software development services, fuelled by consummate skills and unequalled commitment to client's success. We keep a strategic insight into the upcoming trends and demands. Delivering holistic solutions to our far-reaching clientele, we keep our solutions innovation-driven for the clients to stay ahead of the curve. Our key assets are characterized by strong technological sophistication and at the core of our endeavors is the objective to nurture relationship with our customers for the growth of their online business.

View Alcax Solutions Profile
Inside Service Listing

$50-$99/hr

Hourly Rate
Inside Service Listing

$1,000 - $4,999

Min. Budget Size
Inside Service Listing

50 - 250

Team size
Inside Service Listing

Rochester , USA

Location
Exigo Tech Pty Ltd
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 50% Cloud Computing Services

  • 25% Digital Transformation

Technology Made Simple

Exigo Tech was founded in 2015 with a mission- ‘Technology Made Simple’ that aims to make technology easily accessible for every business. We are a prominent technology solutions provider based in Australia, specialising in simplifying technology for businesses. With a deep understanding of the challenges faced by modern businesses, Exigo Tech offers a comprehensive range of services aimed at maximising the potential of technology to achieve maximum efficiency. Our wide range of services includes- Infrastructure Networks Cloud Business Applications Security Automation Data Analytics Exigo Tech’s IT consulting services empower businesses with the latest technologies and act as a catalyst for the business transformation of our customers. We provide end-to-end solutions that include consulting, delivery, and support services which help businesses to reach maximum operational efficiencies. We understand that ‘one approach fits all’ is not an ideal solution. So, with our expertise, we deliver tailored business solutions according to unique needs. Through Exigo Tech’s solutions, organisations can streamline business operations, implement agile strategies for IT systems, and ensure smooth and secure operations.

View Exigo Tech Pty Ltd Profile
Inside Service Listing

$100-$149/hr

Hourly Rate
Inside Service Listing

$50,000+

Min. Budget Size
Inside Service Listing

180 - 200

Team size
Inside Service Listing

Baulkham Hills , Australia

Location
Amnet Digital
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 25% Software Development

  • 25% Business Services

  • 25% Cloud Computing Services

Your partner in making data-driven decisions.

Established in 2019, Amnet Digital is headquartered in Austin, Texas and rapidly expanded with offices and research & development centres in India, Dubai and UK. With over 250+ associates, we serve several Fortune 500 & other multi-billion dollar companies across the globe. Amnet Digital is a value & data-driven company. We offer interconnected information technology services, solutions & products that enable businesses to realise the true potential of Data, Analytics & AI. Innovation bundled with automation, robustness, scalability & security to empower customers is our forte. With the most ingenious talent pool that strives to deliver value through actionable insights to our customers, the associates at Amnet Digital are constantly exploring & implementing innovation in the Retail, eCommerce, Information Management, Healthcare, HR & Staffing industries that helps businesses make data-driven decisions.

View Amnet Digital Profile
Inside Service Listing

< $25/hr

Hourly Rate
Inside Service Listing

$20+

Min. Budget Size
Inside Service Listing

100 - 250

Team size
Inside Service Listing

Austin , USA

Location
V-Mobile
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 35% Mobile App Development

  • 30% Internet of Things

  • 10% Web Development

CREATING NATIVE AND HYBRID MOBILE APPS

At V-Mobile, we deliver exceptional B2B and B2C apps through end-to-end mobile development services. From native to hybrid apps, IoT, or AI-powered solutions, our collaborative team ensures user-centric designs that meet your business needs and delight your users. Whether you need cutting-edge native or hybrid applications, innovative mobile IoT solutions, or AI-powered app experiences, we’re here to turn your ideas into user-centric mobile solutions. Our expertise spans: Native & Hybrid Mobile App Development Mobile IoT Solutions AI-powered Mobile Apps Mobile App Redevelopment & Quality Assurance Backendless Mobile Solutions What sets us apart is our cross-functional team structure, where mobile developers, designers, and product owners collaborate seamlessly at every stage of development. This collaborative approach ensures that every line of code is tailored to meet your unique business goals and vision. Learn more: https://www.vmobile.global/

View V-Mobile Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$5,000+

Min. Budget Size
Inside Service Listing

10 - 45

Team size
Inside Service Listing

Yerevan , Armenia

Location
The Brave Next
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 20% IT Services

  • 20% Business Services

  • 10% Software Development

  • 5% Mobile App Development

  • 5% Web Development

  • 5% Web Design

  • 5% Product Engineering services

  • 5% Cloud Computing Services

AI-powered safety solutions for industries. We help businesses enhance workplace safety, compliance, and productivity with smart automation.

The Brave Next is a leading innovator in Environment, Health, and Safety (EHS) solutions, transforming workplaces through cutting-edge AI technology. Founded in 2022, we deliver smart, scalable systems that reduce risks, boost efficiency, and help companies achieve zero lost work hours. Our AI-Powered Solutions We offer a comprehensive suite of intelligent modules tailored for modern industrial environments: ? PPE Module – Ensures workers wear and maintain safety gear like helmets, vests, boots, and masks. ? Housekeeping Module – Automates cleaning tasks and keeps workplaces hazard-free. ? Area Controls Module – Monitors operator presence, restricted zones, and machine proximity. ? Safety Alerts Module – Delivers real-time alerts and monitors safety elements like stair rails and electrical panels. ? Forklift Controls Module – Enhances warehouse safety through smart forklift tracking and parking compliance. ? Emergency Situation Module – Manages evacuations, tracks headcounts, and ensures quick responses in emergencies. Why Choose The Brave Next? ?? AI-Powered Innovation – Real-time monitoring, predictive alerts, and intelligent automation. ?? Improved Efficiency – Streamlined workflows and reduced manual oversight. ?? Zero Lost Work Hours – Fewer incidents, minimized downtime, and continuous operations. ?? Complete EHS Coverage – From daily safety to emergency readiness, we’ve got you covered. Our Core Values ? Commitment & Delivery ? Privacy & Discretion ? Quality First ? Transparency & Integrity ? Communication & Respect ? Long-Term Partnerships ? Social Inclusion ? Cost-Consciousness At The Brave Next, these values guide every solution we build. Trusted in 25+ countries, we combine deep industry insight with powerful AI to create safer, smarter, and more inclusive workplaces. Experience the Future of Workplace Safety — Schedule your demo with The Brave Next today!

View The Brave Next Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$1,000+

Min. Budget Size
Inside Service Listing

250 - 999

Team size
Inside Service Listing

London , UK

Location
CGS-team
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Software Development

  • 25% Blockchain Development

Mobile Software Development, AI Solutions

At CGS-team, we craft customized software solutions tailored to empower startups and expanding businesses ? Through our pioneering “Risk Share” model, we forge tight-knit partnerships with clients, providing flexible financial terms tied to your product’s future revenue prospects. This distinctive strategy enables us to fuel your triumph by shouldering a portion of the financial risk alongside you. Our dedication goes beyond delivering top-notch software—we strive to secure the economic feasibility of your ventures. By continuously monitoring market shifts and product outcomes, we safeguard your budget, adapting tactically as needed to shield and amplify your investment. With us, you acquire a teammate as committed to your product’s victory as you are, devoted to a forward-thinking vision that fosters growth and longevity.

View CGS-team Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$9,000 - $10,000

Min. Budget Size
Inside Service Listing

70 - 100

Team size
Inside Service Listing

Paphos , Cyprus

Location
antony shelton
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 50% Blockchain Development

  • 25% Software Development

meme coin 2024

Meme Coin Development Company,Creating Fun Finance's Future Meme coins, the playful side of cryptocurrency, are taking the crypto world by storm. Inspired by internet memes, these digital assets offer a unique blend of humour and investment possibility. With their catchy names and viral marketing, meme coins have captured the attention of crypto followers worldwide.From the iconic Dogecoin to the recent sensation Pepe Coin, meme coins have proven to be a profitable investment for early users. As the crypto industry continues to evolve, meme coin development offers exciting opportunities for both investors and developers alike. Choose Beleaf Technologies to create your own meme coin, leveraging their expertise in blockchain and cryptocurrency development. They offer seamless, innovative solutions to start your meme coin for exciting market opportunities. Contact us and get a free demo today : https://www.beleaftechnologies.com/meme-coin-development-company Whatsapp: +91 7904323274 Skype: live:.cid.62ff8496 D3390349 Telegram: @BeleafSoftTechy Mail to: mailto:business@beleaftechnologies.com

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Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$5,000+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

Madurai , India

Location
Multiminds Technology
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 25% Software Development

  • 25% IT Services

  • 25% Cloud Computing Services

software development company

At Multiminds Technology, we offer AI development services in Ahmedabad that turn complex ideas into smart solutions. Using the latest AI and digital tools, we help businesses grow and build a smarter, more connected future.

View Multiminds Technology Profile
Inside Service Listing

$200-$300/hr

Hourly Rate
Inside Service Listing

$6 - $7

Min. Budget Size
Inside Service Listing

5 - 17

Team size
Inside Service Listing

Ahmedabad , India

Location
AIACME
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 50% Software Development

  • 25% Digital Transformation

Your Reliable AI Implementation Partner

When it comes to implementing AI into your business, make sure you trust only the best. Trust AIACME to help you with your next AI project! AIACME is here to assist you with any queries or issues. Please get in touch with us if you need assistance with anything, and we will be pleased to help.

View AIACME Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$700+

Min. Budget Size
Inside Service Listing

40 - 50

Team size
Inside Service Listing

Tanuku , India

Location
Xcelligen
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 25% IT Services

  • 25% Internet of Things

  • 25% Digital Transformation

Software Development Company

Xcelligen Inc. is a software development company based in Herndon, Virginia, specializing in AI, cloud services, cybersecurity, data analytics, enterprise IT, and digital modernization. The company delivers cutting-edge solutions to federal, state, and commercial clients, with a strong focus on AI integration, secure cloud migrations, Zero Trust cybersecurity frameworks, and advanced data-driven decision-making.

View Xcelligen Profile
Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$5,000+

Min. Budget Size
Inside Service Listing

50 - 100

Team size
Inside Service Listing

Herndon , USA

Location
Werbex
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 50% Web Design

  • 25% Digital Marketing

Beyond Web

A leading remote-outsourcing and media production company with global outreach. We make design and tech accessible for everyone to access and grow their business, through web development services.

View Werbex Profile
Inside Service Listing

$300 </hr

Hourly Rate
Inside Service Listing

$780 - $50,000

Min. Budget Size
Inside Service Listing

4 - 10

Team size
Inside Service Listing

Noida , India

Location
Deep Space
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Web Design

  • 25% IT Services

Construction Management Software

Deep Space is an all-in-one construction management software designed for projects of any size, from small builds to large developments, and built to serve head contractors, owners, developers, and subcontractors. It offers a fully integrated suite of tools, including construction accounting, document management, scheduling, and estimating software, to streamline every phase of the construction process. By centralizing critical functions such as budgeting, planning, document control, and forecasting, Deep Space enhances collaboration, improves accuracy, and keeps projects on schedule and within budget—empowering teams to deliver successful outcomes from start to finish.

View Deep Space Profile
Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$25+

Min. Budget Size
Inside Service Listing

11 - 50

Team size
Inside Service Listing

Beerwah , Australia

Location
Citiguard
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 50% Cloud Computing Services

  • 25% Business Services

Citiguard security service

Citiguard is a professional security guard service company in Los Angeles, California. With our team of highly trained guards, we ensure a safe and secure environment for your business or event. Choose Citiguard for reliable security solutions.

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Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$0+

Min. Budget Size
Inside Service Listing

20 - 50

Team size
Inside Service Listing

West Hills , USA

Location
Sage IT
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agency_climbed
Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 25% AI Development

  • 50% IT Services

  • 25% Digital Transformation

Steer you to Success

Sage IT is an innovative and fast-growing IT services company that specializes in providing solutions and products for businesses. We offer a wide range of professional and consulting services to help organizations overcome the challenges of today's ever-changing business environment. Our focus is on diminishing the boundaries between IT and Business to enable organizations to remain fit, resilient, and innovative.

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Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$5,000+

Min. Budget Size
Inside Service Listing

500 - 1,000

Team size
Inside Service Listing

Frisco , USA

Location
AppCrops
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28

SF Score

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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 50% Mobile App Development

  • 25% Software Development

Software Company

AppCrops is a digital solutions company specializing in mobile app and web development. They help businesses transform ideas into feature-rich, scalable, and user-friendly applications. With a focus on innovation, performance, and design, AppCrops serves startups and enterprises to accelerate growth and deliver impactful digital experiences.

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Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$5,000 - $10,000

Min. Budget Size
Inside Service Listing

11 - 50

Team size
Inside Service Listing

Houston , USA

Location
TechGropse
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28

SF Score

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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% IT Services

  • 25% Blockchain Development

Best AI Powered Mobile App Development company in USA

Recognized worldwide as a top AI development company, TechGropse builds dynamic artificial intelligence solutions tailored to unique business needs. As a trusted partner for AI software development services, we deliver advanced platforms that support automation, drive revenue growth, and redefine success in digital transformation.

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Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$10,000 - $50,000

Min. Budget Size
Inside Service Listing

50 - 250

Team size
Inside Service Listing

Seattle , USA

Location
ARYtech
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28

SF Score

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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Software Development

  • 10% Web Development

  • 10% Cloud Computing Services

  • 5% Digital Transformation

Shaping the Future of Digital Innovation with AI

ARYtech is dedicated to building AI-powered services and solutions that drive innovation and growth. We focus on creating impactful emerging technologies across industries including FinTech, EdTech, PropTech, EnterTech and AdTech, helping businesses to unlock new opportunities in a fast-changing digital world.

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Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$10,000 - $1,000,000

Min. Budget Size
Inside Service Listing

1 - 50

Team size
Inside Service Listing

Dallas , USA

Location
HostingSeekers PVT. LTD
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28

SF Score

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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Software Development

  • 25% IT Services

  • 25% Internet of Things

Web Hosting Directory

Our Services Best Cloud Servers best game hosting best laravel hosting best dedicated hosting best Plesk hosting best vps server server management companies Hostinger coupon best shared hosting providers best reseller hosting web hosting coupon Best cPanel Hosting best Linux hosting EURO-SPACE UnivaHost review GlowHost reviews

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Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$1+

Min. Budget Size
Inside Service Listing

200+

Team size
Inside Service Listing

Ahmedgarh , India

Location
Yelkotech Digital Marketing Agency
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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Web Development

  • 25% Digital Marketing

  • 25% Digital Transformation

Best digital marketing agency in Thane

Result Oriented Digital Marketing Company in India: Driving results through innovative SEO, Google Ads, SMO, Website & Ecommerce Solutions.

View Yelkotech Digital Marketing Agency Profile
Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$5,000 - $25,000

Min. Budget Size
Inside Service Listing

18+

Team size
Inside Service Listing

Thane , India

Location
Aseef IT Holdings CO.
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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Web Design

  • 25% IT Services

  • 25% Digital Transformation

Reliable IT Solution Services In Riyadh & Across KSA

Aseef is a full-service IT solutions and digital transformation company based in Riyadh, serving clients across Saudi Arabia and the Middle East. We specialize in web and mobile development, AI & machine learning, cloud services, cybersecurity, UI/UX design, digital marketing, and IT consulting. Our team combines strategic insight, technical expertise, and creative thinking to deliver scalable, secure, and intelligent digital solutions that drive real business growth.

View Aseef IT Holdings CO. Profile
Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$0+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

Riyadh , Saudi Arabia

Location
ACE Software n Web Solutions
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Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Software Development

  • 25% Digital Transformation

We believe in intelligent Innovation

ACE Software n Web Solutions (ACESnWS) is a technology partner trusted by businesses across industries to design and deliver custom-built digital solutions. Based in Mumbai, India, we bring 25+ years of expertise in software development, mobile app development, AI/ML solutions, and RPA-driven process automation. Our core offerings include ERP modules, tender management systems, manufacturing inventory control, and construction project management software, designed to simplify complex operations and enable smarter decision-making. We combine strong business analysis with cutting-edge technology to create applications that are not only robust and scalable but also aligned with business outcomes. At ACESnWS, we partner with manufacturing, healthcare, construction, and education enterprises to transform their workflows with digital innovation. Whether it’s building a mobile-first application, designing AI-powered analytics dashboards, or developing a full-scale enterprise solution, our approach ensures measurable results and long-term client success. If you’re looking for a reliable partner who understands both technology and business, ACESnWS is here to help you scale with confidence.

View ACE Software n Web Solutions Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$10,000+

Min. Budget Size
Inside Service Listing

25+

Team size
Inside Service Listing

Thane , India

Location
Tecvisio.ai
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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 15% Mobile App Development

  • 15% CMS

  • 10% Web Development

  • 10% Digital Marketing

  • 10% Product Engineering services

  • 10% Cloud Computing Services

  • 5% Software Development

Transforming Businesses with Intelligent Digital Platforms

Tecvisio.AI is a technology partner dedicated to building intelligent, secure, and future-ready digital solutions that empower businesses to thrive in a rapidly evolving world. With over 15 years of experience, Tecvisio.AI delivers end-to-end digital transformation through agile, scalable, and AI-driven services tailored to client needs. Company Overview Tecvisio.AI excels in AI-driven software development, custom mobile and web applications, data analytics, and enterprise integrations. The team specializes in rapid prototyping, automation, and full-scale digital transformation, ensuring every business remains competitive and agile. Headquartered in Dubai, Tecvisio.AI operates across global markets, leveraging deep technical expertise to solve unique business challenges. Mission To accelerate digital transformation by delivering innovative, secure, and scalable technology solutions, empowering businesses to grow efficiently and deliver exceptional customer experiences. Vision To be a global leader in digital innovation, driving organizations toward a smarter, AI-powered, and connected future where technology enables growth, sustainability, and inclusivity. Core Values Integrity & Trust – Building long-term partnerships through honesty and transparency. Innovation & Excellence – Embracing world-class, forward-thinking solutions. Customer-Centric Approach – Placing client needs at the center of every solution. Sustainability & Responsibility – Focusing on ethical, sustainable business outcomes. Security & Reliability – Ensuring compliance and reliability across all projects. Key Services No-Code / Low-Code App Development (Mendix, OutSystems, PowerApps). Custom Software Development (Java, .NET, Python, PHP). Mobile App Development (iOS, Android, Flutter, React Native, Kotlin, Swift). Web App Development (React, Next.js, Node.js, Python, WordPress, Drupal, Laravel). Blockchain & Cryptocurrency Solutions (Smart contracts, dApps, exchanges). UI/UX Design & Prototyping (Wireframes, interfaces, prototypes). Digital Marketing & SEO Strategies (SEO, paid marketing, content strategy). Middleware & CRM Integrations (Jitterbit, MuleSoft, Dell Boomi, Salesforce, Workday). Data Analytics & Business Intelligence (Power BI, Tableau, Snowflake). AI Chatbots & Virtual Assistants (Conversational AI, multilingual bots). Third-party Service Integrations (Payments, authentication, biometric verification). Why Choose Tecvisio.AI? Comprehensive digital transformation capabilities. Strong specialization in AI-driven automation and emerging technologies. Agile, scalable solutions designed for measurable business outcomes. Experienced technology team spanning diverse sectors and industries. For more information or to connect with Tecvisio.AI’s digital experts, Talk to our experts.

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Inside Service Listing

< $25/hr

Hourly Rate
Inside Service Listing

$1,000 - $25,000

Min. Budget Size
Inside Service Listing

10 - 25

Team size
Inside Service Listing

Dubai , UAE

Location
Fenizo Technologies
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Claimed by Official Representatives

28

SF Score

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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Web Development

  • 25% Blockchain Development

Web & Mobile App Development for Startups That Want to Scale

We are a full-service digital development company specializing in custom website development, mobile app development, and powerful MLM software solutions. Our mission is to help businesses grow with intuitive, scalable, and high-performance digital products. With a skilled team of developers and designers, we deliver end-to-end solutions—from UI/UX design and development to integration, testing, and ongoing support. We also offer robust and secure MLM software tailored to various compensation plans, helping businesses manage networks, automate processes, and scale operations with confidence. Whether you’re a startup launching a new idea or an established company seeking digital transformation, we combine technology, innovation, and reliability to turn your vision into a successful reality.

View Fenizo Technologies Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$799 - $899

Min. Budget Size
Inside Service Listing

11 - 55

Team size
Inside Service Listing

Madurai , India

Location
Gensact
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Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Mobile App Development

  • 25% Web Design

  • 25% IT Services

We deliver scalable, secure, and future-ready IT solutions customised to your business needs.

Gensact is a leading IT consulting company and digital transformation services provider, helping enterprises accelerate innovation through advanced cloud computing, cybersecurity solutions, DevOps services, and data analytics. With a consulting-led approach and deep expertise in enterprise IT modernisation, Gensact designs and delivers scalable, cloud-native, and AI-driven digital ecosystems that enhance business agility and operational performance. From custom software development and automation to managed IT services and IT infrastructure modernisation, Gensact empowers organisations to improve efficiency, strengthen security, and achieve sustainable growth. Backed by a global delivery network, industry-best engineers, and proven transformation frameworks, Gensact stands among the top digital transformation companies enabling businesses to thrive in a rapidly evolving technology landscape.

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Inside Service Listing

$50-$99/hr

Hourly Rate
Inside Service Listing

$20 - $0

Min. Budget Size
Inside Service Listing

11 - 16

Team size
Inside Service Listing

Navi Mumbai , India

Location
Coherent Solutions
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Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Software Development

  • 25% Web Development

  • 15% Mobile App Development

  • 10% IT Services

Empowering Business Success

Coherent Solutions is a premier global digital engineering firm, proudly operating across 10 countries and supported by a talented team of over 2,000 engineers. We excel in delivering innovative AI solutions, DevOps and cloud services, advanced data analytics, and robust digital product engineering. Our expertise extends to mobile app development, quality assurance, product design, and enhancing user experience. Leveraging cutting-edge technologies and a streamlined approach, we empower businesses to meet their unique digital challenges and thrive in the competitive marketplace. At Coherent Solutions, we recognize that each organization has distinct needs; hence, we offer a tailored suite of services to effectively address your specific business objectives. Key Highlights of Coherent Solutions: - 30 years of industry experience - Over 1,000 successful projects delivered - 95% client retention rate, showcasing our commitment to excellence Partner with us to elevate your digital strategy and drive success. Ready to transform your vision into reality? Schedule a consultation with us today and discover how we can help you achieve your business goals!

View Coherent Solutions Profile
Inside Service Listing

$50-$99/hr

Hourly Rate
Inside Service Listing

$10,000+

Min. Budget Size
Inside Service Listing

2,000+

Team size
Inside Service Listing

Minneapolis , USA

Location

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 10% AI Development

  • 20% Mobile App Development

  • 10% Software Development

  • 10% Web Development

  • 10% IT Services

  • 10% Blockchain Development

  • 10% Internet of Things

  • 10% Digital Transformation

  • 10% Cloud Computing Services

Scaling Modern Enterprises with Global Capability Centers

CodeNinja: Your Premier Partner in Digital Transformation At CodeNinja, we specialize in empowering businesses through innovative digital transformation solutions, including bespoke software development, cloud architecture, and AI-driven advancements. Since our inception in 2014, our talented team of 250 professionals has successfully executed over 400 projects, aiding companies in navigating complex technological challenges. Our flexible, subscription-based models allow businesses to quickly establish and scale global teams, mitigating compliance risks while tapping into exceptional engineering talent worldwide. Our integrated workforce model aligns seamlessly with your operational goals and corporate culture. Whether you aim to modernize legacy systems, enhance AI capabilities, or boost engineering productivity, we provide the strategic insight and execution prowess to achieve your objectives. Our Comprehensive Services Include: - Custom AI-Powered Software Development - Global Capability Centers (GCCs) - Pre-vetted Offshore and Nearshore Engineering Teams - Application Modernization Services - Comprehensive Cloud Solutions - End-to-End AI Solutions, from Proof of Concept to MVP - Advanced Computer Vision Technologies - Tailored eCommerce Solutions - Specialized AI Applications for Industries like Retail, Manufacturing, Security, and Transportation Innovative Products: - DriveSense: Enhancing Driver and Vehicle Safety - DataViewed: Delivering Predictive Insights - Hyper: Accelerating Rapid Application Development Flexible Engagement Models: - Global Capability Center - Build-Operate-Transfer - Managed Staff Augmentation - Fixed Price Projects Why Choose CodeNinja? At CodeNinja, we don’t just write code; we cultivate secure, scalable global teams tailored to your business needs. Our development, testing, and deployment processes prioritize trust, security, and measurable results, ensuring your intellectual property remains protected every step of the way. Partner with us to elevate your digital strategy and achieve lasting growth.

View CodeNinja Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$25,000+

Min. Budget Size
Inside Service Listing

250 - 999

Team size
Inside Service Listing

Austin , USA

Location
Verified Client Review

Verified Client Review

Developing Custom Software for a Sustainability Consulting Company

Reviewed by: Catherine Bottrill, CEO at Pilio View all 6 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 20% AI Development

  • 20% Mobile App Development

  • 20% Software Development

  • 20% Web Development

  • 20% Cloud Computing Services

Your digital vision. Engineered to launch.

MAS Global provides cutting-edge software engineering and design teams in Colombia and throughout Latin America to support ambitious established brands and high-growth scale-ups. Our service stack includes design, architecture, engineering, strategy, and ideation. With adaptable, top-notch teams, we can expedite your most important technology projects, from AI-driven modernization to full-scale digital platform constructions. MAS Global has distilled decades of engineering experience into bundled solutions to help our clients boost velocity and decrease lift. Use EspressoTeam, your very own nearshore quick deployment team, or put in place an enterprise-ready, adaptable solution for your sector.

View MAS Global Consulting Profile
Inside Service Listing

$50-$99/hr

Hourly Rate
Inside Service Listing

$25,000+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

Tampa , USA

Location
Verified Client Review

Verified Client Review

DevOps Staff Augmentation for Chemical Manufacturing Company

Reviewed by: Nabeel Ishaq, Sr Mgr Data Analytics at Sustainable Chemical Manufacturing Co View all 5 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 50% Product Engineering services

  • 25% IT Services

We Grow Brands Online

Your go-to web development business for excellent web design and development services that will help you build your brand is Vinnove. Our talented web developers are experts in brand planning, making sure your company stands out with quality and authenticity. We design beautiful websites that draw in visitors and convert them into buyers. At Vinnove, we think every interaction should be smooth and have both elegant and useful designs. From website creation to experience redesign, you can rely on us for all of your web design and development requirements.

View Vinnove Profile
Inside Service Listing

$50-$99/hr

Hourly Rate
Inside Service Listing

$10,000+

Min. Budget Size
Inside Service Listing

10 - 49

Team size
Inside Service Listing

San Antonio , USA

Location
Verified Client Review

Verified Client Review

Mobile App Development for Social Media Company

Reviewed by: Kristy Wilson, CEO at JEPlife: Wave Back! View all 4 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 10% AI Development

  • 20% Mobile App Development

  • 10% Ecommerce Development

  • 10% Software Development

  • 10% Web Development

  • 10% Blockchain Development

  • 10% Internet of Things

  • 10% Cloud Computing Services

  • 10% CMS

Empowering Mobility

With our knowledge, enthusiasm, and experience in offering end-to-end application development services, we bring your ideas to life and unleash the full potential of the digital market to improve your company's consumer reach, engagement, and brand value—all of which will boost your profitability. To deliver the greatest digital experience, we strive to create aesthetically pleasing and user-friendly online and mobile applications.

View LotzAp Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$10,000+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

Indore , India

Location
Verified Client Review

Verified Client Review

Mobile App Dev for Sports Tech Company

Reviewed by: Patrick Keville, CEO at World League Syndicate Table Tennis View all 6 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 10% AI Development

  • 20% Mobile App Development

  • 10% Web Development

  • 10% Web Design

  • 10% Digital Marketing

  • 10% IT Services

  • 10% Internet of Things

  • 10% Digital Transformation

  • 10% Cloud Computing Services

Tech with Heart

Svitla: Your Premier Digital Transformation Partner With more than two decades of expertise, Svitla is a leading global digital solutions provider dedicated to helping businesses thrive in the digital age. Since 2003, we have delivered over 5,000 innovative, tailor-made solutions across diverse sectors, empowering our clients to gain a competitive advantage and accelerate growth. At Svitla, our mission is to leverage cutting-edge digital technologies—such as cloud computing, data analytics, and artificial intelligence—to develop sustainable solutions that set the stage for a prosperous future. Our elite team of over 1,000 skilled technology experts, including strategists and delivery specialists, are committed to driving impactful business transformations through comprehensive advisory, development, and support services. We proudly partner with organizations ranging from dynamic startups to Fortune 500 giants, including esteemed brands like Logitech and Global Citizen. Our extensive know-how spans more than 20 industries, including E-commerce, Healthcare, Financial Services, and Logistics, with operations supported by 10 delivery centers worldwide across the US, LATAM, Europe, and Asia. As a WBENC-certified business, Svitla stands out as one of the fastest-growing women-owned IT companies in the United States. Our commitment to excellence is validated through prestigious awards and certifications like ISO 9001:2015 and AWS Advanced Partner status. Partner with Svitla and secure your digital future today!

View Svitla Systems Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$25,000+

Min. Budget Size
Inside Service Listing

1,000 - 9,999

Team size
Inside Service Listing

Corte Madera , USA

Location
Verified Client Review

Verified Client Review

Software Development for Insurance Tech Company

Reviewed by: Nadya Voitik, Engineering Manager at Pathpoint View all 6 ReviewsView all Reviews
TechNow IO
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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 23% AI Development

  • 12% IT Services

  • 11% Ecommerce Development

  • 11% Web Development

  • 11% Web Design

  • 11% Digital Marketing

  • 11% CMS

  • 10% Software Development

TechNow is a leading AI consulting firm in Germany.

TechNow is a leading AI consulting firm in Germany, dedicated to helping businesses harness the power of artificial intelligence. Our mission is to transform companies into AI-driven enterprises by providing tailored strategies, innovative solutions, and expert guidance. With a deep understanding of cutting-edge AI technology, we enable businesses to automate processes, enhance efficiency, and gain a competitive edge in an ever-evolving market. At the heart of TechNow is our team of over 30 AI experts, software developers, system administrators, designers, and business specialists. Combining technical expertise, creativity, and a strong commitment to client success, we go beyond simply meeting expectations—we strive to exceed them. Our holistic approach ensures that AI is not just an addition to your business but a driving force behind its growth and transformation. We specialize in delivering AI solutions that streamline operations, optimize workflows, and future-proof businesses against industry challenges. Whether you need AI-driven automation, machine learning integration, or advanced data analytics, TechNow offers practical and scalable solutions that align with your unique business needs. Choosing TechNow means partnering with a team that is passionate about innovation and dedicated to guiding your business through its AI journey. Trust us to help you navigate the complexities of artificial intelligence and unlock its full potential. Together, we can shape the future of your business with intelligent, future-proof AI solutions.

View TechNow IO Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$1,000+

Min. Budget Size
Inside Service Listing

10 - 49

Team size
Inside Service Listing

Berlin , Germany

Location

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 25% AI Development

  • 25% Ecommerce Development

  • 25% Software Development

  • 25% IT Services

TechPods - Co-Sourcing NOT Outsourcing

TechPods is a British and Bulgarian technology talent co-sourcing company that offers two models: Dedicated Team and On-Demand. They help companies access an abundant pool of tech talent, enabling them to scale easily. TechPods focuses on transparency and can cut costs by up to 50% compared to internal or local contractors. Lead times for the Dedicated Team range from 1-5 weeks for mid-senior level JavaScript or Java developers, 6-8 weeks for senior developers, and 10-16 weeks for senior developers in boutique programming languages like Scala.

View TechPods JSC Profile
Inside Service Listing

< $25/hr

Hourly Rate
Inside Service Listing

$100,000+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

London , UK

Location
Verified Client Review

Verified Client Review

Software Dev Staff Augmentation for HR Tech Company

Reviewed by: Safe Hammad, Co-Founder & CTO at Arctic Shores View all 4 ReviewsView all Reviews
Alluring Infotech Solutions
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28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 22% AI Development

  • 25% Software Development

  • 20% Web Development

  • 19% Mobile App Development

  • 14% IT Services

Alluring Infotech provides AI, OCR, NLP, Python, and automation services

Alluring Infotech Solutions specializes in AI development, Python development, and intelligent automation. We deliver customized, high-impact solutions to help businesses streamline operations, innovate, and achieve their full potential in the digital landscape.

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Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$25+

Min. Budget Size
Inside Service Listing

11 - 25

Team size
Inside Service Listing

Mohali , India

Location

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 50% AI Development

  • 50% Web Development

Building Tomorrow's AI, Today

GenAI-Studio is an AI consultancy based in the USA, focusing on revolutionizing businesses through innovative and cost-effective technologies. With engineers from top universities like MIT and Caltech, they create customized solutions to optimize performance, enhance customer experiences, and drive business growth. GenAI-Studio offers a range of AI applications, including real-time data analytics, predictive modeling, AI-powered chatbots, automation tools, and Natural Language Processing (NLP). They leverage leading AI and cloud technologies, such as Python, TensorFlow, AWS, OpenAI GPT, Kubernetes, Apache Spark, SQL/NoSQL databases, and Power BI and Tableau.

View GenAI.Labs Profile
Inside Service Listing

$50-$99/hr

Hourly Rate
Inside Service Listing

$5,000+

Min. Budget Size
Inside Service Listing

10 - 49

Team size
Inside Service Listing

San Diego , USA

Location
Verified Client Review

Verified Client Review

Software Dev for Healthcare Administrative Services Co

Reviewed by: Jack Kirschenbaum, Asst Admin at Rockport Healthcare Administrative Services View all 2 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 50% AI Development

  • 50% Internet of Things

Transforming ideas into reality

Our team of dedicated professionals is a technology services startup that specializes in artificial intelligence, machine learning, full stack development, IoT, embedded software, and hardware. We offer data collection, processing, programming, data analysis, visualization, natural language processing, and computer vision. Our expertise includes Python, R, C++, and Python libraries. We also have expertise in database management, Docker, Kubernetes, Jenkins, and AWS. Our services include IoT firmware development, cloud integration, and embedded software development for embedded systems. We prioritize trust, transparency, and cost-effective solutions.

View Zackriya Solutions Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$5,000+

Min. Budget Size
Inside Service Listing

2 - 9

Team size
Inside Service Listing

Bangalore , India

Location
Verified Client Review

Verified Client Review

Virtual Receptionist Service for IT Service Provider

Reviewed by: Renjith Murali AM, Founder at Cubane Solutions AB View all 2 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 50% AI Development

  • 40% IT Services

  • 10% Cloud Computing Services

TOP AI Software Development Agency with Solutions

ConsultingWhiz is a leading provider of custom software development, mobile app development, and software/mobile management services. They offer a process and ROI-driven approach, using industry experts from Goldman Sachs and Deloitte to focus on the business model and make recommendations on the technology stack. Clients believe their approach sets them apart from competitors, as they don't pay for technology that doesn't fit their business model.

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Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$10,000+

Min. Budget Size
Inside Service Listing

10 - 49

Team size
Inside Service Listing

Mission Viejo , USA

Location
Verified Client Review

Verified Client Review

Fintech MVP for Financial Services Business

Reviewed by: Jack Maroney, Financial Broker at Financial Services Business View all 2 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 50% AI Development

  • 25% Web Development

  • 25% Cloud Computing Services

On-Demand, Vetted Data Science Teams

One of the top suppliers of fully managed, on-demand AI and data science teams, Ishango.ai assists companies in accelerating innovation at a reasonable cost. We retain world-class quality while reducing AI and data consulting and development expenses by more than 50% by utilizing our worldwide talent network. Our senior data scientists supervise every project to make sure our teams provide high-caliber outcomes with quantifiable impact. They have experience from leading tech companies like Google, Microsoft Research, and DeepLearning.AI.

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Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$1,000+

Min. Budget Size
Inside Service Listing

10 - 49

Team size
Inside Service Listing

London , UK

Location
Verified Client Review

Verified Client Review

Machine Learning Model Dev for Microloans Provider

Reviewed by: Janina, Founder at Bridging Gaps View all 2 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 50% AI Development

  • 50% Mobile App Development

Custom Machine Learning Solutions that Learn & Adapt to Your Business

NineTwoThree Studio, a Boston-based AI agency, has been deploying ROI-driven AI solutions since 2012. With 12 years of experience, the agency has built custom applications and worked on AI/ML projects for eight years. Clients include Consumer Reports, Experian, and Simplisafe. NineTwoThree has built 160+ projects for over 80 clients and has built 14 startups internally. They retain talent with years of AI experience, ensuring 100% retention in 2022 and 92% retention in 2023. They prioritize data privacy, offering a 27-point evaluation suite and protecting data for the White House and Experian.

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Inside Service Listing

$100-$149/hr

Hourly Rate
Inside Service Listing

$100,000+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

Danvers , USA

Location
Verified Client Review

Verified Client Review

Custom Software Dev for Political & Investment Research Firm

Reviewed by: William Hess, Co-CEO & Head of Research at PRC Macro View all 2 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 50% AI Development

  • 50% Product Engineering services

Flutter App Developers in California

We are a US-based full-cycle IT development firm with headquarters located in Walnut, California, that designs and develops ideal solutions. Because of our experience in a variety of markets, we are able to provide our clients with top-notch service while clearly understanding their need for speed, agility, and flexibility.

View Ptolemay Profile
Inside Service Listing

$50-$99/hr

Hourly Rate
Inside Service Listing

$25,000+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

Walnut , USA

Location
Verified Client Review

Verified Client Review

Mobile App Dev for Software Development Team

Reviewed by: Vlad Konovalov, Founder at Cherrypick Agency View all 2 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 15% AI Development

  • 25% Blockchain Development

  • 25% Product Engineering services

  • 15% Mobile App Development

  • 10% Web Development

  • 10% Web Design

Blockchain + AI Experts: Launch, Scale, Innovate

PixelPlex is a 17-year-old technology partner with expertise in Web3, blockchain, and AI. They are an official tech partner of the TON Foundation and Hedera Certified Partner. Their clients include startups, SMBs, and enterprises from 23 countries. They have 450 successful projects, 11 years of blockchain leadership, and 5 offices globally.

View PixelPlex Inc Profile
Inside Service Listing

$50-$99/hr

Hourly Rate
Inside Service Listing

$25,000+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

New York , USA

Location
Verified Client Review

Verified Client Review

Blockchain for Crypto Payments Provider

Reviewed by: Eugene Tkachevsky, CBDO at IVPAY View all 5 ReviewsView all Reviews

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 50% AI Development

  • 50% Digital Transformation

Innovation at Speed and Scale. #BeDarwoft

Darwoft is a leading near-shore software team with over 14 years of experience. With a team of 150+ skilled developers, they offer fast innovation, scalable software, and a dynamic team to accelerate innovative technologies. They have a global presence, operating in 15+ countries and have delivered over 200 projects. Their services include MVP development, data-driven strategies, and staff augmentation. They specialize in emerging technologies like VR, AR, AI, machine learning, blockchain, and IoT. They excel in industries like healthcare, logistics, fintech, and retail.

View Darwoft Profile
Inside Service Listing

$25-$49/hr

Hourly Rate
Inside Service Listing

$10,000+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

Portland , USA

Location
Verified Client Review

Verified Client Review

Recruitment Services for Revenue Management Company

Reviewed by: Jimmy Secor, Senior Director of Talent at Insite AI View all 2 ReviewsView all Reviews
GKM IT Pvt. Ltd.
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Claimed by Official Representatives

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 5% AI Development

  • 10% Ecommerce Development

  • 10% Mobile App Development

  • 10% Software Development

  • 10% Web Development

  • 10% Web Design

  • 10% Digital Marketing

  • 10% IT Services

  • 10% Blockchain Development

  • 5% Internet of Things

  • 5% Cloud Computing Services

  • 5% CMS

DEFINE| DELIVER| ITERATE

GKM IT is a leading Software Development Company based in Udaipur, India, delivering cutting-edge digital solutions to startups, SMEs, and enterprises across the globe. Since 2012, GKM IT has specialized in building custom software, mobile applications, web platforms, and scalable cloud infrastructures tailored to unique business needs. With a strong focus on innovation, agility, and client-centric development, GKM IT serves diverse industries including fintech, healthcare, education, logistics, and e-commerce. The company is known for its expert team of developers, transparent project execution, and commitment to quality—evident from its ISO 9001 and ISO 27001 certifications. Whether you're looking to modernize legacy systems, develop a mobile-first product, or launch a full-stack web application, GKM IT offers flexible engagement models and end-to-end support to turn ideas into high-performing digital products.

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Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$200,000 - $2,000,000

Min. Budget Size
Inside Service Listing

100 - 150

Team size
Inside Service Listing

Udaipur , India

Location

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Expertise Distribution (%)
  • 100% AI Development

Data Analytics company,Power BI

Our specialty at REVES BI is gathering data and turning it into insights that can be put to use. Our team of professionals analyzes data using cutting-edge analytical algorithms and creates personalized representations to assist you identify the important information you need to make wise decisions.

View REVES BI Profile
Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$5,000+

Min. Budget Size
Inside Service Listing

10 - 49

Team size
Inside Service Listing

Gurugram , India

Location

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

28

SF Score

SF Score is calculated using our SARM methodology to evaluate agency expertise, market presence, and overall credibility. View Ranking Methodology

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Services Provided
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Expertise Distribution (%)
  • 100% AI Development

Future in Focus

Tagbin, founded in 2013, is a tech-driven organization that combines creativity and technology to create informative experiences. It offers spatial transformation, experiential innovation, and tech-driven outreach. The organization uses technologies like Augmented Reality, Virtual Reality, and Robotics for infotainment and crafts tech-enabled solutions for intelligent applications. The team of proficient individuals creates state-of-the-art presentations with a love for the nation.

View Tagbin Profile
Inside Service Listing

N/A

Hourly Rate
Inside Service Listing

$1,000+

Min. Budget Size
Inside Service Listing

50 - 249

Team size
Inside Service Listing

Gurugram , India

Location
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Buyer's Guide

The Importance of Machine Learning in Modern Business

Machine learning works at the intersection of technology and strategy. It is a type of artificial intelligence. It helps computers learn from data. This allows them to improve their performance without needing specific programming.

This ability to learn on its own creates new opportunities. For example, it can help predict client behavior and improve processes quickly.

For companies, incorporating machine learning means more than just being competitive; it involves leading the way towards innovation. Companies that use machine learning can predict market trends accurately. They can also reduce operational inefficiencies and offer tailored options to their clients. They may also adjust flexibly to changes since machine learning algorithms are adaptable.

While the bright future of machine learning is obvious, the path to adoption is complex and needs specialized knowledge. Machine learning companies are important. They provide the skills and knowledge needed to handle the complex issues in this field.

Why Choosing the Right Machine Learning Partner is Important

Choosing a top company in machine learning is a tough decision that can affect a company's tech progress. These companies are more than just suppliers of services; they are partners in strategy dedicated to their clients' success. The ideal partner takes time to understand a company's challenges and goals. They then create smart and practical solutions.

The best machine learning development company combines technical knowledge with a thorough grasp of various industries. Machine learning applications in healthcare are very different from those in retail or finance. The most successful businesses can adapt their solutions to fit these different areas.

They work closely with their clients' teams. This helps make sure their solutions meet both short-term goals and long-term visions.

Furthermore, profitable companies keep their finger on the pulse of the market, staying ahead of developing trends. They use the latest technologies and procedures, guaranteeing that their clients constantly benefit from the most recent breakthroughs. This forward-thinking strategy allows businesses to remain strong competitors in a tough industry standards. 

The Journey of Machine Learning Implementation

Implementing machine learning services is a collaborative and continuous effort. It begins with a careful look at the company's goals and problems.

This ensures that all solutions meet real-world needs. This early step often involves a lot of data analysis. Data is the foundation for all machine learning systems.

Once the foundation has been laid, the focus moves to model development. This stage includes creating and testing algorithms that can make predictions, recognize patterns, and solve issues. It is a careful process that requires regular updates. This ensures that the models work reliably in real-world situations.

Following deployment, the job does not stop. Machine learning systems are inherently changing, always learning and reacting to new input. Top firms understand this and offer continuous assistance to improve the system's performance over time. This lifetime strategy guarantees that the technology is still relevant and effective as the firm grows.

How Machine Learning Changes Industries

The changing impact of machine learning is arguably most clearly shown by its applications in a variety of industries. In healthcare, it provides early detection and customized therapy approaches, saving lives while lowering expenses. Machine learning algorithms can detect diseases that humans may miss by studying medical imagery and patient data.

Machine learning services have changed the finance sector. From fraud detection to algorithmic trading, it helps financial institutions make smart choices using data. They can do this at great speed and accuracy. Predictive analytics enables banks and insurers to better identify risks, resulting in products and services designed to individual requirements.

Other industries that benefit from machine learning include retail and e-commerce. Businesses can offer specific shopping experiences, promote items, and improve inventory management by studying customer behavior. These skills not only improve client happiness but also boost income.

Manufacturing, too, is going through a change. Predictive maintenance, powered by machine learning, helps minimize costly equipment failures by detecting problems before they occur. AI-powered systems detect flaws with surprising precision, enhancing quality control operation

Education is not left behind. Machine learning is developing adaptable learning systems that address individual student requirements, making education more accessible and effective. Similarly, in logistics, machine learning improves routes and lowers costs, resulting in faster delivery and more customer satisfaction.

These trends highlight the fluid nature of machine learning and the need of selecting a partner who stays ahead of the curve.

Upcoming Trends in Machine Learning

The machine learning industry is always changing, with new developments influencing its future. Explainable AI is gaining popularity, since it addresses the requirement for transparency in decision-making processes. Businesses and regulators alike are asking for models that are both accurate and intelligible.

Edge AI is an important trend. It processes data closer to where it is created. This reduces the need for centralized systems. This method is very helpful in applications that require real-time reactions, such as autonomous cars and IoT devices.

Sustainability is also driving improvements in machine learning. Green AI focuses on creating energy-efficient algorithms and systems that have a lower environmental effect. This new trend will be important as companies attempt to balance technical innovation with ecological consciousness.

These trends show that machine learning is always changing. It is important to choose a partner who can manage risks and uncertainty. 

Looking forward

The future of machine learning is both exciting and in doubt. With developments like quantum computing and neural networks, the possibilities are practically unlimited. Businesses that adopt these advances now will lead in the future. They will set standards for efficiency, creativity, and growth.

Choosing the best machine learning companies is the first step in this whole process. The best machine learning companies do more than solve problems. They are visionaries who help businesses explore new areas and achieve great results.

Their commitment to quality helps customers meet and exceed their goals. This leads to lasting and sustainable success.

Machine Learning Companies FAQs

Machine learning is a part of artificial intelligence (AI). It helps computer systems learn and improve from data. This happens without needing specific programming.

For companies, this is a game changer. It helps them improve operations, spot trends, change customer experiences, and gain an edge in a data-driven market.

Machine learning companies focus on creating, using, and supporting AI systems that meet a company's needs. They assist businesses in extracting insights from data, automating repetitive procedures, and developing predictive models that improve decision-making processes.

Absolutely. Machine learning is not exclusive to major corporations. Small firms can use machine learning to tailor marketing, manage inventory, and analyze consumer behavior.

They can also automate routine tasks. This leads to significant cost savings and higher productivity.

Artificial intelligence is the wider concept of robots executing tasks in ways that resemble human intellect. Machine learning is a part of artificial intelligence. It helps machines learn and adapt from data. This process does not need detailed programming.

Examples include personalized streaming platform recommendations, fraud detection systems in banking, predictive maintenance in manufacturing, and AI-powered medical imaging in healthcare. Machine Learning's functions make it applicable across countless scenarios.

Recent trends include explainable AI (XAI) for better transparency. Edge AI allows for real-time data processing. Federated learning helps with decentralized data training. Green AI focuses on sustainable and energy-efficient algorithms.

Machine learning firms use data preparation techniques to clean, standardize, and prepare data for analysis. Advanced algorithms can even deal with partial datasets by predicting missing values or focusing on important variables.

Machine learning is a key part of automation. It helps computers perform tasks like fraud detection and customer service through chatbots. It also aids in predictive maintenance and process optimization. These tasks can be done without needing constant human help.

Machine learning has many benefits, but it also has some drawbacks. These include data biases, model flaws, and integration issues. Partnering with the best machine learning company reduces these risks via careful planning and testing.

Traditional software functions according to predetermined rules and logic. In contrast, machine learning systems use data to learn and improve over time. They become more accurate and efficient without needing regular reprogramming.

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