Strong on both Core Competencies and 360-Performance. These firms have proven track records, deep specialisation, and solid client outcomes. Default recommendation for most buyers.
Top Machine Learning Companies
Goodfirms has reviewed 5,878 Machine Learning Companies as of September 2026 across 109 countries. The top-ranked firm is ELEKS (5.0 stars, 13 verified reviews, $25 - $49/hr, founded 1991, Tallinn). Across the category, the median hourly rate is $37, median client rating is 4.9, and 35% of firms employ 50+ members. Explore the vetted Machine Learning Companies below, compare their strengths, and connect with the provider best suited to your requirements.
Looking for the best machine learning companies? Your search ends here. We've analyzed and ranked machine learning development companies based on quality, reliability, and research scores to help you find the right partner for your AI project. Whether you need a service provider for a startup or enterprise, our curated list covers the most trusted machine learning software development firms globally. Explore Goodfirms' ranking of leading machine learning solutions providers, compare companies by client reviews, project portfolios, and technical expertise, then shortlist the engineers best suited to your goals.
Goodfirms has verified 5,878 Machine Learning Companies - part of 10,205+ Artificial Intelligence Companies reviewed across 109 countries, each passing Goodfirms' 4-step verification process (background check, client interviews, portfolio audit, ongoing quality review). Listings marked "Sponsored" are agencies that pay for premium placement - sponsorship does not affect star ratings or review content.
Top 10 at Glance
Compare the highest-ranked firms first side by side.
Here are the Top Machine Learning Companies & Developers
Semeon is an AI-driven text analytics Platform empowering Customer Experience #CX Semeon overcomes language complexity by detecting irony, sarcasm, cultural context and bias and help gather a correct representation of what customers are saying, enabling brands to be as responsive as possible. To become customer-centric is to be able in quasi real time to grasp ... read Semeon Analytics reviews & insights
Semeon is an AI-driven text analytics Platform empowering Customer Experience #CX Semeon overcomes language complexity ... read Semeon Analytics reviews & insights
$50 - $99/hr10 - 492013Montreal, CanadaWe provide systems and software services for safety, mission and business-critical applications, helping our clients to meet the most demanding standards for performance and reliability. We were founded in 1998, and our very first client was none other than NASA. Today, we work in many different markets - including aerospace, energy, transport, maritime and defence ... read Critical Software reviews & insights
We provide systems and software services for safety, mission and business-critical applications, helping our clients ... read Critical Software reviews & insights
$50 - $99/hr250 - 9991998Coimbra, PortugalCanvass delivers AI-powered predictive analytics for the Industrial Internet of Things. The Canvass platform distills millions of operational data points into actionable insights that empower Industrial companies to optimize their production processes, maintenance and energy management programs in order to increase yield, reduce costs and improve efficiency.
Canvass delivers AI-powered predictive analytics for the Industrial Internet of Things. The Canvass platform distills ... read Canvass Analytics reviews & insights
< $25/hr10 - 49Toronto, Canadawe are the tech gurus in Data Warehousing, Business Intelligence, Big data and Analytics that you are searching for. Based in Hyderabad, India, Helical IT Solutions Private Limited, is focused on and specializes in Data Warehousing, Business Intelligence, and . We can help you with consultation on selecting the correct hardware and software based on ... read Helical IT Solutions Pvt Ltd reviews & insights
we are the tech gurus in Data Warehousing, Business Intelligence, Big data and Analytics that ... read Helical IT Solutions Pvt Ltd reviews & insights
NA50 - 2492012Hyderabad, IndiaGreyfly is a company launched in 2016 providing project management services to increase project success. We provide ai tool which will help businesses to deliver their project on time and offers best risk management software which enables you to identify, assess, mitigate & report on risks to improve business processes.
Greyfly is a company launched in 2016 providing project management services to increase project success. ... read Greyfly reviews & insights
NA2 - 92016Bristol, United KingdomThree Springs Technology is a provider of specialised solutions leveraging artificial intelligence and custom software development for industry, governments and research institutions. Our team of talented data scientists and software developers have an extensive track record delivering commercial AI solutions in Healthcare, Mining, Utilities and Finance. We create comprehensive and data-driven technology primarily through deep ... read Three Springs Technology reviews & insights
Three Springs Technology is a provider of specialised solutions leveraging artificial intelligence and custom software ... read Three Springs Technology reviews & insights
$25 - $49/hr2 - 92016Perth, AustraliaODAIA is a Toronto-based company that provides AI-powered customer data platforms for the life sciences industry. Their platform, MAPTUAL, helps pharma companies prospect, qualify, and engage healthcare professionals (HCPs) to reduce patients' time to therapy. ODAIA's platform is powered by a proprietary analytics engine that uses process mining, customer journey mapping, and AI to deliver ... read ODAIA reviews & insights
ODAIA is a Toronto-based company that provides AI-powered customer data platforms for the life sciences ... read ODAIA reviews & insights
< $25/hr2 - 92018Toronto, CanadaNowigence is one of the first companies to develop a fully automated platform that reads and comprehends data in real-time and does these 6,000 times faster than humans. We are commercial already and have been since the beginning of our product development when early adopters wanted to help us develop machines to read. Our objective ... read Nowigence reviews & insights
Nowigence is one of the first companies to develop a fully automated platform that reads ... read Nowigence reviews & insights
$25 - $49/hr10 - 492015Charlotte, United StatesIntegrate.ai is a customer intelligence platform powered by AI that helps consumer businesses make precise predictions about customer needs so that they can deliver more meaningful and relevant digital interactions. The result is better business outcomes through the power of collective consumer intelligence — in a way that preserves consumer privacy and security.
Integrate.ai is a customer intelligence platform powered by AI that helps consumer businesses make precise ... read integrate.ai reviews & insights
< $25/hr50 - 2492017Toronto, CanadaOSP builds custom software solutions that empower business enterprises to enhance efficiency while reducing costly administrative errors. We leverage emerging technologies like AI, machine learning, deep learning, and blockchain to manage the repetitive, high-volume tasks and workflows that machines do best.
OSP builds custom software solutions that empower business enterprises to enhance efficiency while reducing costly ... read OSP reviews & insights
< $25/hr50 - 2492009Silver Spring, United StatesPluto7 is a services and solutions company focused on building machine learning, artificial intelligence, and analytics solutions to accelerate business transformation.
Pluto7 is a services and solutions company focused on building machine learning, artificial intelligence, and ... read Pluto7 reviews & insights
< $25/hr10 - 492005San Jose, United StatesKODA Bots is a company that designs and implements chatbots and voicebots for business. We create enterprise-class solutions that are always tailored to the needs of the brand we support. We are part of the HEXE Capital Group.
KODA Bots is a company that designs and implements chatbots and voicebots for business. We ... read KODA Bots reviews & insights
< $25/hr2 - 92015Wroclaw, PolandOut here, the answers don’t come easy. It takes an incredible depth of know-how. We need to know every detail about how heavy industry operates. About the machines that help us do the heavy lifting.
Out here, the answers don’t come easy. It takes an incredible depth of know-how. We ... read Uptake reviews & insights
< $25/hr250 - 9992014Chicago, United StatesThe DataVisor approach combines applied machine learning capabilities with powerful investigative workflows and an intelligence network of more that 4B user accounts to provide real-time fraud signals, insights, and protection to preserve vital trust and security.
The DataVisor approach combines applied machine learning capabilities with powerful investigative workflows and an intelligence ... read DataVisor reviews & insights
$25 - $49/hr50 - 2492013Mountain View, United StatesWe are a full-service digital agency, focused on the creation, development, production and implementation of Augmented Reality and Virtual Reality solutions for enterprises. Founded in 2005, innovation.rocks has been recognizing future requirements and has managed to competently transform pioneering new products and services. Our team has a proven track record in creating custom virtual experiences ... read innovation.rocks reviews & insights
We are a full-service digital agency, focused on the creation, development, production and implementation of ... read innovation.rocks reviews & insights
< $25/hr10 - 492005Vienna, AustriaYesil Science CEO and founder, Yusuf Yesil, is a doctor who aims to unite two different concepts such as medicine and art. Beginning with an internship at the Harvard Medical School and participating in Stanford Medicine, after this journey, seeds of Yesil Science thrown in 2015 with the support of the laboratory team. Yesil Science ... read Yesil Science reviews & insights
Yesil Science CEO and founder, Yusuf Yesil, is a doctor who aims to unite two ... read Yesil Science reviews & insights
< $25/hr10 - 492015Istanbul, TurkeyCharpstar is a AR SaaS driven company that was founded in 2017. Since then we have had some strong core values that we emphasize every day. For us it is important to share these values going forward and disrupting the E-commerce business. Web-powered augmented reality technology represents an exciting leap toward making interactive experiences available ... read Charpstar reviews & insights
Charpstar is a AR SaaS driven company that was founded in 2017. Since then we ... read Charpstar reviews & insights
< $25/hr2 - 92017Stockholm, SwedenUnited Language solution is one of the fast-growing translation company for Indian languages. With 250+ Native experienced translators, Transcribers, reviewers we are committed to providing the best services to the corporate clients. United language solution also provides data processing services for AI development. United language solution is a registered translation organization under the MSME Act ... read United Language Solution reviews & insights
United Language solution is one of the fast-growing translation company for Indian languages. With 250+ ... read United Language Solution reviews & insights
$50 - $99/hr02 - 9Ahmedabad, IndiaExperts to develop the IoT/AI Platforms. Explore the future IoT digitally with IoT system software. Track and monitor with smart mobility. Let’s connect the world with advanced and Innovative IoT Technology.
Experts to develop the IoT/AI Platforms. Explore the future IoT digitally with IoT system software. ... read ez enRoute reviews & insights
< $25/hr2 - 92015Edmonton, CanadaDenologix offers information management planning, development, integration and support services for transactional and business intelligence systems. Our approach has resulted in reducing the total cost of implementation by 43% and duration by 60% which has resulted in the elimination of any risk related to the technical implementation of the system.
Denologix offers information management planning, development, integration and support services for transactional and business intelligence ... read Denologix reviews & insights
< $25/hr50 - 2492003Ottawa, CanadaThrough the power of human-centric artificial intelligence, MindBridge helps organizations deliver rapid value to their clients with deeper insights and higher risk assurance for 100% of their data. With MindBridge Ai Auditor, the world’s first AI-powered auditing solution, organizations across multiple industries are augmenting human capacity to restore confidence in their financial data.
Through the power of human-centric artificial intelligence, MindBridge helps organizations deliver rapid value to their ... read MindBridge reviews & insights
< $25/hr50 - 2492015Ottawa, CanadaThe Data Lab is Scotland’s innovation centre for data and AI. It’s our job to help Scotland achieve bigger and better things and to get people from across the globe excited about what is happening here in Scotland.
The Data Lab is Scotland’s innovation centre for data and AI. It’s our job to ... read The Data Lab reviews & insights
< $25/hr10 - 492014Glasgow, United KingdomWe develop cutting edge Virtual Reality, Augmented Reality and 360 Video experiences within the Corporate, Education and Health industries. Distributing your content through our platforms allow you to capture valuable insights, measure user data, assess application performance and more. With the help of Artificial Intelligence and Machine Learning we take this one step further, processing ... read Immerse Enterprise reviews & insights
We develop cutting edge Virtual Reality, Augmented Reality and 360 Video experiences within the Corporate, ... read Immerse Enterprise reviews & insights
< $25/hr2 - 9Canberra, AustraliaBuilding AI-powered solutions that would boost the efficiency for the public sector and businesses. The main solutions are human-like chatbot and callbot created by means of a specific natural language processing model and are able to solve most of the clients’ issues without any interactions with customer service representatives.
Building AI-powered solutions that would boost the efficiency for the public sector and businesses. The ... read MindTitan reviews & insights
NA10 - 492016Tallinn, EstoniaWe unleash the power of unstructured text Language and communication are one of the ground pillars of society, and text has been the most efficient and reliable way to create, aggregate, and store information for the past few thousand years. It will continue to be so for the foreseeable future; as we are still only ... read Gavagai AB reviews & insights
We unleash the power of unstructured text Language and communication are one of the ground ... read Gavagai AB reviews & insights
NA10 - 492013Stockholm, SwedenA leader in Data Consulting Services since 2019. Data Nectar Technosys was conceived with the idea of helping businesses and enterprises harness the power of Cloud, Data Analytics and Business Intelligence to gain an exponential competitive edge. As a Data Analytics and Consulting services company with a presence in Norway, India and Netherlands, we help ... read Data Nectar Technosys Pvt. Ltd. reviews & insights
A leader in Data Consulting Services since 2019. Data Nectar Technosys was conceived with the ... read Data Nectar Technosys Pvt. Ltd. reviews & insights
NA10 - 492019Ahmedabad, IndiaTotal eBiz Solutions (TeBS) is a trusted technology partner for your digital transformation journey. Established in 2003 in Singapore to provide IT services, we serve clientele across industries and the globe with offices in Singapore, Australia, Malaysia, Indonesia and India with a workforce of 300+ technology consultants. We take pride in providing innovative technology solutions ... read Total eBiz Solutions reviews & insights
Total eBiz Solutions (TeBS) is a trusted technology partner for your digital transformation journey. Established ... read Total eBiz Solutions reviews & insights
< $25/hr250 - 9992003Singapore, SingaporeProArch was founded on the belief that a future where change is ‘business as usual’ is fundamentally more exciting than one where it is not. We accelerate value and increase resilience for our clients with consulting and technology - enabled by cloud, guided by data, fueled by apps, and secured by design.
ProArch was founded on the belief that a future where change is ‘business as usual’ ... read ProArch reviews & insights
< $25/hr250 - 9992006Atlanta, United StatesACS Solutions is a leading global information technology, consulting, and business solutions company. Since 1998, we have been a trusted partner to customers worldwide in their IT transformation journey. Our extensive experience serving many industries is powered by a passion for innovation and delivered by our world-class employees and consultants. This enables our clients to ... read ACS Solutions reviews & insights
ACS Solutions is a leading global information technology, consulting, and business solutions company. Since 1998, ... read ACS Solutions reviews & insights
< $25/hr10000+1998Duluth, United StatesOur apps provide a lightweight foundation upon which solutions can be built rapidly. With expertise in industry leading big data and analytics platforms as well as domain knowledge in various industries, our team is capable of designing creative solutions that solve your most complex business problems.
Our apps provide a lightweight foundation upon which solutions can be built rapidly. With expertise ... read Egen Solutions, LLC reviews & insights
NA10 - 492015Indianapolis, United StatesWe are a high-performance company that develops solutions oriented to purposes, solutions based on business analytics, big data, data governance and blockchain. We are illusion and experience, we are business oriented. We are enthusiasm and creative thinking, we have more or less years old but we are young-minded and promote a new company model, participative ... read Matica reviews & insights
We are a high-performance company that develops solutions oriented to purposes, solutions based on business ... read Matica reviews & insights
NA10 - 492018Barcelona, SpainSpark is an award-winning software delivery and advisory company that builds data-led and AI-powered solutions for SME and Enterprise customers. With an unmatched customer-centric approach, Spark provides strategy development, business technology advisory, and bespoke solutions that enhance our customers' operations and business productivity. As a result, we help our customers seize more opportunities, grow profits, ... read Spark reviews & insights
Spark is an award-winning software delivery and advisory company that builds data-led and AI-powered solutions ... read Spark reviews & insights
NA10 - 492020Dublin, IrelandRXA is a leading global applied artificial intelligence and data science company. Learn more about who we are, what we stand for, and what we’re working on today, or visit our careers and partners page to learn how you can join us on our journey.
RXA is a leading global applied artificial intelligence and data science company. Learn more about ... read RXA reviews & insights
$25 - $49/hr250 - 9992016Ann Arbor, United StatesOne multi-framework platform to achieve compliance with SOC 1, SOC 2, HIPAA, ISO 27001, NIST 800-53, PCI DSS and GDPR. Compliance automation cuts time, cost & risk out of compliance readiness and audit. Extraordinary service & support. Patented AI technology.
One multi-framework platform to achieve compliance with SOC 1, SOC 2, HIPAA, ISO 27001, NIST ... read Akitra reviews & insights
NA10 - 492017Sunnyvale, United StatesYND is a design, technology and strategy agency which solves real problems for businesses. Since 2014, we have delivered more than 80 successful projects from MVP building and mobile apps to complex system integrations and web applications for some of the largest players in Europe, including Volkswagen, Hypoport, Lufthansa and Burger King as well as ... read YND reviews & insights
YND is a design, technology and strategy agency which solves real problems for businesses. Since ... read YND reviews & insights
< $25/hr50 - 2492014Berlin, GermanyEmerton is a global high-end strategy consulting group, with offices in Europe, North America and Asia. The focus areas are: Strategy consulting, Digital transformation, Business transformation, Innovation, data & analytics, Due diligences, Economics consulting, Corporate Finance, Data science, Energy, Environment, Mobility, Industry, Telecoms, Infrastructure, MedTech and Pharma und Tech.
Emerton is a global high-end strategy consulting group, with offices in Europe, North America and ... read Emerton reviews & insights
NA50 - 249Munich, GermanyQuaeris is a search based natural language BI solution for all sales, field and business users. Quaeris's intuitive interface, enable Google like search, Netflix like recommendations, LinkedIn like collaboration and Pinterest like personalized Pinboards. Quaeris will free up at-least 50% of your BI team's time so they can focus on advanced analytics work.
Quaeris is a search based natural language BI solution for all sales, field and business ... read Quaeris reviews & insights
< $25/hr10 - 492020San Francisco, United StatesCopyza is the ultimate all-in-one SEO tool that generates top-notch content in minutes. It analyzes the SERP, creates content briefs, and writes content with premium AI, ensuring maximum impact. From blogs to social media posts, Copyza covers it all, making your content publish-ready with just 3 clicks.
Copyza is the ultimate all-in-one SEO tool that generates top-notch content in minutes. It analyzes ... read ASG Marketing Services reviews & insights
NA2 - 92023Kolkata, IndiaSeven Billion is unlocking the potential of data to transform businesses, helping them make smarter decisions and transform their future. Our advanced analytics tools provide a clear view of the past and present, allowing companies to make data-driven predictions about their future – and ultimately, secure success. We specialize in intricate data analysis, custom reporting, ... read Seven Billion Analytics reviews & insights
Seven Billion is unlocking the potential of data to transform businesses, helping them make smarter ... read Seven Billion Analytics reviews & insights
$50 - $99/hr10 - 492020NYC, United StatesStargent is an Internet of Things (IoT) solutions company that enables our partners to deploy a wide variety of IoT solutions and an endless array of use cases. We supply passive and active components for remote monitoring, auto receiving, and logistics.
Stargent is an Internet of Things (IoT) solutions company that enables our partners to deploy ... read Stargent reviews & insights
NA2 - 92020Dallas, United StatesZoox is a global tech company that offers integrated solutions in Big Data, analytics, artificial intelligence, and machine learning. We are focused on building data products that generate value and extra revenue for our customers. Our unique One-Stop-Shop solution is the next step in business intelligence: real-time data, personalized experience, secure and scalable. Our robust ... read Zoox reviews & insights
Zoox is a global tech company that offers integrated solutions in Big Data, analytics, artificial ... read Zoox reviews & insights
NA50 - 249Rio de Janeiro, Brazilubisend is a leading chatbot platform that provides software and support to help businesses build the chatbot experiences they need. ubisend is the only partner-first chatbot platform. After spending four years as a chatbot and AI agency, we noticed the industry was in dramatic need of a platform flexible enough to satisfy any use case, ... read Ubisend reviews & insights
ubisend is a leading chatbot platform that provides software and support to help businesses build ... read Ubisend reviews & insights
NA10 - 492016London, United KingdomDigital Is Simple Is The Trusted Technology Partner Of Enterprises Across The Globe Enabling Them To Build AI, ML And Cloud-Based Business Solutions. Empowered By Next-Gen Technology Expertise, Deep Business Analysis, And Firm Focus On The Customer Needs. We Have Built Multiple Products And Applications, And Delivered Significant Results To Our Clients. We Have Been ... read Digital is Simple reviews & insights
Digital Is Simple Is The Trusted Technology Partner Of Enterprises Across The Globe Enabling Them ... read Digital is Simple reviews & insights
NA2 - 9Gurgaon, IndiaOur mission at DigitalFish is to help our customers derive transformative value across their organizations by deploying new techniques for digital media and immersive content. Long-time industry veterans, not only do we understand this time of disruptive change in digital content and computing user experience, but as individuals we have had a hand in its ... read DigitalFish reviews & insights
Our mission at DigitalFish is to help our customers derive transformative value across their organizations ... read DigitalFish reviews & insights
< $25/hr10 - 492000Eshkashem, AfghanistanNicety Brand Management specializes in elevating brands through customized strategies and cutting-edge technology. By conducting thorough research and utilizing the latest analytical tools, we gain insights into your brand’s market position, consumer perceptions, and the competitive environment. This data-driven approach allows us to craft a tailored strategy that aligns with your business objectives and addresses ... read Nicety Brand Management reviews & insights
Nicety Brand Management specializes in elevating brands through customized strategies and cutting-edge technology. By conducting ... read Nicety Brand Management reviews & insights
< $25/hr2 - 9Johannesburg, South AfricaHawaii Media Group is proud to be a small hands on company. We specialize in digital marketing using an assortment of various strategies. This includes Search Engine Marketing (SEO) where we can research which keywords are the most searched here in Hawaii. We then see which of these keywords we can target to move your ... read Hawaii Media Group reviews & insights
Hawaii Media Group is proud to be a small hands on company. We specialize in ... read Hawaii Media Group reviews & insights
$25 - $49/hr2 - 9Honolulu, United StatesIntegra Balance is a leading accounting artificial intelligence and robotic process automation company specializing in automating a variety of accounting tasks. With nearly two decades of experience in the accounting industry, we have built a solid reputation for delivering innovative AI-driven automation solutions that help accounting practices streamline their processes and achieve greater efficiency. Our ... read Integra Balance AI reviews & insights
Integra Balance is a leading accounting artificial intelligence and robotic process automation company specializing in ... read Integra Balance AI reviews & insights
NA1,000 - 9,9992004Pittsburgh, United StatesGetOnData Solutions is a leading data consulting and solutions provider specializing in data science, business intelligence, and data engineering. We offer comprehensive services, including data strategy consulting, advanced analytics, and AI integration to optimize business processes and drive strategic growth. Discover GetOnData Solutions' expert data analytics and consulting services, designed to enhance business decision-making and ... read GetOnData reviews & insights
GetOnData Solutions is a leading data consulting and solutions provider specializing in data science, business ... read GetOnData reviews & insights
$25 - $49/hr10 - 492022Wilmington, United States
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The Magical Quadrant
Hover any bubble for the firm's exact scores. Filter the view using the controls on the right.
The four quadrants explained
Each card shows the count of firms in that quadrant and the top 5 by composite score.
Strong execution but broader service mix. High-quality generalists - good fit if your project crosses multiple disciplines in one engagement.
Deeply specialised but with moderate market presence. Often the right pick when specialisation matters more than scale - boutique shops with deep technical chops.
Top 5 by composite score
1KlearStack96 / 502JAK Software Pvt. Ltd.100 / 443Leobit95 / 484SIVOXI®100 / 405Sumsub100 / 37Newer entrants and smaller boutiques. Higher risk but often the best price-performance - particularly for early-stage startups or non-mission-critical projects.
The 8 highest-scoring firms in the Industry Leaders quadrant. Each has both Core Competencies and 360-Performance ≥ 50. Click any card for the full profile.
How firms are placed on the matrix
Every position on this chart is the output of the Goodfirms ranking algorithm - a weighted composite of signals across two axes. The algorithm is recomputed regularly and is fully documented.
Sponsorship does not affect placement. PRO members receive visible badges and ad placements, but their algorithmic scores are calculated identically to free listings.
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