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
Bow River is a specialized Data Management and Analytics consultancy based in Western Canada. We partner and collaborate with leading vendors in the industry including IBM, BSP Tech Data, and Informatica. We understand data, its increasing complexity, and how it can be managed, and leveraged, within an organization. Over the past twelve+ years we’ve successfully ... read Bow River Solutions Inc. reviews & insights
Bow River is a specialized Data Management and Analytics consultancy based in Western Canada. We ... read Bow River Solutions Inc. reviews & insights
< $25/hr2 - 92005Calgary, CanadaA Data Science company specialized in Business Intelligence, Advanced Analytics and Artificial Intelligence. With strong expertise in a wide range of industries, from financial services to telecom, contact center or retail, Closer comprises a multidisciplinary team of seasoned physicists, mathematicians, computing experts, engineers and business graduates. The commitment to R&D led Closer cooperate with top ... read Closer Consulting reviews & insights
A Data Science company specialized in Business Intelligence, Advanced Analytics and Artificial Intelligence. With strong ... read Closer Consulting reviews & insights
$25 - $49/hr50 - 2492006Lisbon, PortugalZyfra develops industrial digitalization technologies, invests in such products and improves the Industrial Internet of Things and Artificial Intelligence environment. Company's key fields of industry are machinery, metallurgy, mining, oil & gas and chemical enterprises. We promote readymade industry solutions in predictive analytics and data analysis, tech processes optimization, machinery and floor staff monitoring.
Zyfra develops industrial digitalization technologies, invests in such products and improves the Industrial Internet of ... read ZYFRA reviews & insights
$150 - $199/hr50 - 2492017Helsinki, FinlandYour European Partner for Digital Transformation A1 Digital is a trusted European partner for digital infrastructure and solutions, specializing in Cloud, Connectivity, IoT, Network, and Cybersecurity – with the goal of leading businesses to a sovereign digital future - together.
Your European Partner for Digital Transformation A1 Digital is a trusted European partner for digital ... read A1 Digital reviews & insights
$150 - $199/hr50 - 2492017Vienna, AustriaAntmicro is a software-driven tech company developing leading edge cyber-physical and edge AI systems for various branches of industry. Antmicro provides applied R&D for customers worldwide, offering assistance in prototyping, new product development and adoption of modern embedded technologies, both in the hardware and software area. The vast majority of Antmicro's projects include a broad ... read Antmicro reviews & insights
Antmicro is a software-driven tech company developing leading edge cyber-physical and edge AI systems for ... read Antmicro reviews & insights
$50 - $99/hr10 - 492009Stockholm, SwedenMyraa Technologies, A Custom Global Industrial Solutions Company excelling in Research & Developments using Artificial Intelligence, Blockchains, Internet of Things & Mixed Reality. We build Customer Centric Solutions with Algorithms that compete with State of the Art & boost business performance and results, in the area of finance, real estate, manufacturing, customer engagement, recruitment, maritime, ... read Myraa Technologies reviews & insights
Myraa Technologies, A Custom Global Industrial Solutions Company excelling in Research & Developments using Artificial ... read Myraa Technologies reviews & insights
NA2 - 92016Navi Mumbai, IndiaShyena Tech Yarns Pvt Ltd is a rapidly growing Data Science Services company. It is founded by Industry veterans with a collective experience of over 40+ years. The company's head office is in Pune, India. We work on Artificial Intelligence, Machine Learning, Data Visualization, IIoT, Big Data & Digital Transformation
Shyena Tech Yarns Pvt Ltd is a rapidly growing Data Science Services company. It is ... read Shyena Tech Yarns Pvt Ltd reviews & insights
$25 - $49/hr10 - 49Pune, IndiaClearSource at its core is a customer experience company. We help our partners optimize the customer journey from initial acquisition to throughout the lifecycle of each customer. Our mission is to drive customer loyalty and engagement by creating an exceptional experience at every touchpoint. Our services include outsourced customer care, technology including artificial intelligence/machine learning, ... read ClearSource reviews & insights
ClearSource at its core is a customer experience company. We help our partners optimize the ... read ClearSource reviews & insights
$100 - $149/hr250 - 9992008Salt Lake City, United StatesWe (NextACon) are IOT home automation solution provider . We are in R&D as well as manufacturing of IOT devices . We are in bussiness since 2016 and emerging in very short span of time in various IOT's devices.All devices that we have, are build upon advanced technology which directly impact on the benificial of ... read Nextacon reviews & insights
We (NextACon) are IOT home automation solution provider . We are in R&D as well ... read Nextacon reviews & insights
NA010 - 49Mumbai, IndiaGoContact is a company specialized in integrated Contact Center solutions (IPBX + Contact Center Software + Communications). It is positioned in the market with 2 premium products, developed by its softwarehouse, Contact Center platform and IPBX platform.
GoContact is a company specialized in integrated Contact Center solutions (IPBX + Contact Center Software ... read GoContact reviews & insights
< $25/hr50 - 2492016Lisbon, PortugalSmart Voice Studio helps brands design Voice marketing strategy & delightful user experience, generate leads, and grow business using cutting edge Voice technology - Amazon Alexa, Google Home & Samsung Bixby. We design applications powered by conversational AI which helps you deliver a more personalized experience to your users/customers.
Smart Voice Studio helps brands design Voice marketing strategy & delightful user experience, generate leads, ... read Smart Voice Studio reviews & insights
$25 - $49/hr2 - 92018Pune, IndiaMindpath Technology caters proven strategies with IT services & solutions to its clients to deliver high-quality solutions. Since inception, we are committed to excellence and designing exemplary solutions for real challenges. The tech experts with thousands of man hours of experience have already crafted deployed and reinstated the global projects. We focus on IT consulting, ... read MindPath Technology Limited reviews & insights
Mindpath Technology caters proven strategies with IT services & solutions to its clients to deliver ... read MindPath Technology Limited reviews & insights
$25 - $49/hr10 - 492014London, United KingdomBRIDGEi2i is a trusted partner to enterprises globally for enabling AI-powered digital transformation outcomes. We help businesses reimagine their processes with AI. Our consultative approach to problem-solving, combined with our end-to-end AI capabilities and proprietary pre-built algorithmic engines - Extractor, Watchtower, Recommender, Optimizer and Converser - help us solve complex business problems and accelerate data-driven ... read Bridgei2i Analytics Solutions Pvt. Ltd. reviews & insights
BRIDGEi2i is a trusted partner to enterprises globally for enabling AI-powered digital transformation outcomes. We ... read Bridgei2i Analytics Solutions Pvt. Ltd. reviews & insights
NA250 - 9992011Bengaluru, IndiaWintellect, an Atmosera Company is a software training and application development company founded by a team of Microsoft technology experts that are renowned in the industry, with the goal of providing the highest level of custom software development, training, and architecture expertise to our clients. Our mission is to help our customers “build better software, ... read Wintellect reviews & insights
Wintellect, an Atmosera Company is a software training and application development company founded by a ... read Wintellect reviews & insights
NA50 - 2492000Atlanta, United StatesWe are a global technology company helping our industrial clients in their digital transformation journey through the applications of Digital Platforms, Marketplaces, Data Engineering & Analytics, AI & Data Science, Mobility Solutions, & Process Automation. We develop platforms for life sciences, biotech, geospatial intelligence, & hi-tech industries.
We are a global technology company helping our industrial clients in their digital transformation journey ... read Aventior reviews & insights
NA50 - 2492017Cambridge, United StatesWe build, operate and manage the largest data platforms in the world. We work with business and technology leadership to align the data strategy with short and long term business goals, committing to the digital transformation journey.
We build, operate and manage the largest data platforms in the world. We work with ... read Sigmoid reviews & insights
NA250 - 9992013San Francisco, United StatesAt Blackstone, we are dedicated to building cutting-edge web and mobile solutions that are tailor-made to fit the needs of any industry and budget. Our team of experts specializes in delivering top-notch solutions to business segments, startups, and private clients alike. With our extensive experience and expertise, we leverage advanced technologies to help businesses grow ... read Blackstone Studio reviews & insights
At Blackstone, we are dedicated to building cutting-edge web and mobile solutions that are tailor-made ... read Blackstone Studio reviews & insights
NA10 - 49San Francisco, United StatesEstablished 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 ... read Amnet Digital reviews & insights
Established in 2019, Amnet Digital is headquartered in Austin, Texas and rapidly expanded with offices ... read Amnet Digital reviews & insights
NA250 - 9992019Austin, United StatesAt Bluelight we build our own software products and provide enterprise software development services and software consultancy, with a team of senior software developers and solutions architects, filling the gap of high-level expertise for enterprises looking for digital transformation. BLUELIGHT is helping businesses and institutions, IT or non-IT organizations increase their efficiency in the digital ... read BlueLight reviews & insights
At Bluelight we build our own software products and provide enterprise software development services and ... read BlueLight reviews & insights
NA10 - 492022Bucharest, RomaniaFrom the idea to the prototype, to the product, to the entreprise Precise, Efficient and Agile Results.Expert advice for transformation of products, processes and company culture. Your valuable data converted into unique digital content that works for you, for your clients and for your team.
From the idea to the prototype, to the product, to the entreprise Precise, Efficient and ... read Info Projects reviews & insights
NA10 - 49Bogota, ColombiaWe create information management projects that offer business value and improve productivity based on strategic decision making , committed to our clients, providing technological tools that help innovate your business.We create data analysis systems , where you can draw your future strategies based on your own information.
We create information management projects that offer business value and improve productivity based on strategic ... read Bi Solutions S.A reviews & insights
NA10 - 49Quito, EcuadorData-Core Systems' Automation Practice is focused on New-Age Automation technologies and leverages our extensive R&D, Advisory & Transformation Services capabilities. Data-Core has engineered a multitude of tools and frameworks across industries - Automated Machine Learning, test automation frameworks, AI-enabled business process workflows, automated security and DevOps frameworks. Data-Core creates solutions that provide real returns on ... read Data-Core Systems Inc. reviews & insights
Data-Core Systems' Automation Practice is focused on New-Age Automation technologies and leverages our extensive R&D, ... read Data-Core Systems Inc. reviews & insights
< $25/hr2 - 9Philadelphia, United StatesAvantrio is a Colombo based dev studio that specializes in product design, engineering, and maintenance. Incepted in 2019, Avantrio has acquired a global clientele with a significant presence in the US, UK, MEA, and Nordic markets. We are known for our superior engineering, and unparalleled design creativity. We have helped startups around the world develop ... read Avantrio reviews & insights
Avantrio is a Colombo based dev studio that specializes in product design, engineering, and maintenance. ... read Avantrio reviews & insights
$25 - $49/hr10 - 492019Colombo, Sri LankaShultz Studios LLC is a leading technology solutions provider specializing in Robotic Process Automation (RPA), Web Development, and Custom Software Development.Our mission is to empower businesses by delivering innovative, tailored solutions that streamline processes, enhance productivity, and drive growth.
Shultz Studios LLC is a leading technology solutions provider specializing in Robotic Process Automation (RPA), ... read Shultz Studios reviews & insights
$100 - $149/hr10 - 49Great Falls, United StatesWe are a passionate player in Digital Transformation with 16 years of experience in providing effective services across everything that is Data and Digital. At Space, we excel in IT Consulting and Development, delivering a wide spectrum of service offerings. We offer services such as Data Science, AI, ML Ops, LLM, Data Ops & Quality, ... read Space Multimedia Private Limited reviews & insights
We are a passionate player in Digital Transformation with 16 years of experience in providing ... read Space Multimedia Private Limited reviews & insights
NA50 - 2492007NYC, United StatesWe specialize in helping small businesses and non-profit organizations across the United States strengthen their online presence, increase customer engagement and revenue, and monitor their return on investments. Our extensive training, advanced technology, and powerful software make it easy to achieve these objectives. Grow your business with GREENstick.
We specialize in helping small businesses and non-profit organizations across the United States strengthen their ... read Greenstick Marketing reviews & insights
$25 - $49/hr2 - 9North Carolina, United StatesLemolite Technologies is a renowned machine learning and artificial intelligence, Python, and web development company based that offers comprehensive solutions to global clients. Our expert services have empowered organizations of all sizes to leverage advanced technologies, enhancing their operational efficiency and market presence. The innovative and robust AI and Machine learning, Python app, and web ... read Lemolite reviews & insights
Lemolite Technologies is a renowned machine learning and artificial intelligence, Python, and web development company ... read Lemolite reviews & insights
NA10 - 49Ahmedabad, IndiaHere at Heveloon, we're passionate about making a difference to you. We're a high-quality tailor development company here to bring a human, friendly face to your tech experience. Our mission is to help established businesses growth profit through tailored tech solutions Since 2018, Heveloon has been creating innovative, cost-effective, software solutions to make lives easier, ... read Heveloon reviews & insights
Here at Heveloon, we're passionate about making a difference to you. We're a high-quality tailor ... read Heveloon reviews & insights
$25 - $49/hr2 - 9London, United KingdomKohima AI is an AI adoption accelerator and builder for mid-market companies, helping CXOs and leadership teams create an inventory of AI ideas, prioritize them by impact, develop robust business cases, establish AI infrastructure, and build roadmaps efficiently. Our multi-disciplinary team of tech savvy entrepreneurs, executives and technologists work closely with your high agency leads ... read kohima AI reviews & insights
Kohima AI is an AI adoption accelerator and builder for mid-market companies, helping CXOs and ... read kohima AI reviews & insights
$100 - $149/hr10 - 492022Sydney, AustraliaUsing AI Tools
ChatGPT
Gemini
Perplexity
Claude
GitHub Copilot
TiA Gateway is an AI-powered EDI and B2B integration platform from Tangentia that helps businesses connect with trading partners, automate document exchange, and manage supply chain transactions through one centralized solution.Designed for manufacturers, retailers, distributors, logistics providers, healthcare organizations, and other enterprises, TiA Gateway enables the secure and reliable exchange of business documents such as ... read Tangentia TiA Gateway reviews & insights
TiA Gateway is an AI-powered EDI and B2B integration platform from Tangentia that helps businesses ... read Tangentia TiA Gateway reviews & insights
NA250 - 9992003Toronto, CanadaWhy Tangentia TiA Gateway?
- Experts in AI & enterprise automation
- AI-powered enterprise solutions
- Trusted digital transformation partner
Cybergarden is a Melbourne-based digital studio that turns ideas into market-ready products in record time. We design, ship, and iterate revenue systems with measurable impact, every build maps to a KPI, no vanity features, just compounding results. Founded by award-winning engineer Almaz Khalilov, we specialize in AI automation, native mobile apps, and intelligent web solutions. ... read Cybergarden Software Development reviews & insights
Cybergarden is a Melbourne-based digital studio that turns ideas into market-ready products in record time. ... read Cybergarden Software Development reviews & insights
$25 - $49/hrFreelancer2024Melbourne, AustraliaStrata provides best in class strategy, architecture and implementation services for all your technology needs. With a client base spanning SMBs to Fortune 500 companies, Strata brings deep expertise across the business spectrum. We’ll provide your organization with all the IT services that you need - so you have the peace of mind to focus ... read Strata reviews & insights
Strata provides best in class strategy, architecture and implementation services for all your technology needs. ... read Strata reviews & insights
< $25/hr50 - 2492023Boston, United StatesWe help you use Robotic Process Automation technology to enhance your productivity. We build a sustainable framework for you to consistently deliver high-quality outcomes in your organization. We are a technology company that helps you scale your organizational capacity using RPA. 100% of the time, we help you to achieve astronomical productivity gains without any ... read Work Chop reviews & insights
We help you use Robotic Process Automation technology to enhance your productivity. We build a ... read Work Chop reviews & insights
< $25/hr2 - 92021San Diego, United StatesInsomniac Digital partners with visionaries, innovators, and builders; bold, passionate minds driven to prove the impossible isn’t. When you’re stuck between purpose and execution, we step in as trusted partners to bridge the gap. A steward of your vision, we bring the product focus and technical precision needed to build SaaS products that scale.From napkin ... read Insomniac Digital, Inc. reviews & insights
Insomniac Digital partners with visionaries, innovators, and builders; bold, passionate minds driven to prove the ... read Insomniac Digital, Inc. reviews & insights
$150 - $199/hr2 - 92017Colorado Springs, United StatesOmnia Federal is an SBA-certified Service-Disabled Veteran-Owned Small Business (SDVOSB) that delivers strategy, transformation, and advanced technology solutions to federal agencies. Our capabilities span organizational transformation, digital modernization, AI/ML, automation, and secure cloud delivery. We align mission strategy with modern technology; deploying intelligent systems like predictive analytics engines, conversational AI, and NLP-based document analysis platforms ... read Omnia Federal reviews & insights
Omnia Federal is an SBA-certified Service-Disabled Veteran-Owned Small Business (SDVOSB) that delivers strategy, transformation, and ... read Omnia Federal reviews & insights
< $25/hr2 - 92025Washington DC, United StatesUnify Node is a cutting-edge Marketing AI automation agency dedicated to transforming how businesses operate through intelligent, streamlined systems. We specialize in building unified, end-to-end automation solutions that connect data, processes, and teams — eliminating silos and boosting productivity across the enterprise. By leveraging advanced AI, machine learning, and low-code/no-code integration platforms, Unify Node empowers ... read Unify Node reviews & insights
Unify Node is a cutting-edge Marketing AI automation agency dedicated to transforming how businesses operate ... read Unify Node reviews & insights
$25 - $49/hr2 - 92022Santa Monica, United StatesAt ImmersiveData.AI, we’re on a mission to help modern enterprises unlock the full potential of their data. In today’s world, where insights are often trapped in silos and legacy systems, we bridge the gap between fragmented infrastructure and future-ready intelligence. Specifically, we specialize in data modernization, engineering secure, scalable, and AI-ready platforms that drive smarter ... read ImmersiveData.AI reviews & insights
At ImmersiveData.AI, we’re on a mission to help modern enterprises unlock the full potential of ... read ImmersiveData.AI reviews & insights
< $25/hr10 - 492019Pune, IndiaForiva is an employment platform for modern distributed teams. Foriva was created with one goal in mind: AI, Machine Learning and Cybersecurity should be accessible to every ambitious company, not just enterprises. We bridge that gap by connecting startups and scaleups with world class software engineers across Asia, specialists in AI, machine learning, and cybersecurity. ... read Foriva reviews & insights
Foriva is an employment platform for modern distributed teams. Foriva was created with one goal ... read Foriva reviews & insights
NA2 - 92025Berkshire, United KingdomHive is the leading provider of cloud-based AI solutions to understand, search, and generate content, and is trusted by hundreds of the world's largest and most innovative organizations. The company empowers developers with a portfolio of best-in-class, pre-trained AI models, serving billions of customer API requests every month. Hive also offers turnkey software powered by ... read Hive reviews & insights
Hive is the leading provider of cloud-based AI solutions to understand, search, and generate content, ... read Hive reviews & insights
$50 - $99/hr50 - 2492013San Francisco, United StatesUsing AI Tools
Open CV
Yolo
Variphi is a smart AI video analytics platform that integrates with existing CCTV systems to deliver real-time safety monitoring, behavior detection, and actionable insights—helping organizations enhance security and efficiency without extra hardware investment. It leverages advanced computer vision and machine learning to detect risks, ensure compliance, and automate monitoring across environments such as schools, industries, ... read Variphi Gen Innovation Pvt. Ltd. reviews & insights
Variphi is a smart AI video analytics platform that integrates with existing CCTV systems to ... read Variphi Gen Innovation Pvt. Ltd. reviews & insights
< $25/hr10 - 492024Bengaluru, IndiaWhy Variphi Gen Innovation Pvt. Ltd.?
- Works with Existing CCTV, No Extra Hardware Needed
- Real-Time AI Insights & Alerts
- Cost-Effective & Scalable Solution
Using AI Tools
Claude
ChatGPT
Cursor
Lovable
Grammarly
Nexariza AI is a global Artificial Intelligence engineering firm specializing in the design, development, and deployment of enterprise-grade AI systems that redefine how modern organizations operate, compete, and scale.We partner with ambitious startups, high-growth companies, established enterprises, and government organizations across North America, the Gulf region, Europe, and Asia to architect intelligent digital ecosystems powered ... read Nexariza Ai reviews & insights
Nexariza AI is a global Artificial Intelligence engineering firm specializing in the design, development, and ... read Nexariza Ai reviews & insights
$25 - $49/hr2 - 92024Lahore, PakistanWhy Nexariza Ai?
- Enterprise AI Excellence
- Production-Ready AI Systems
- Trusted by Global Businesses
Welcome to Brainy Neurals, your trusted partner in Artificial Intelligence solutions, offering cutting-edge AI services to industries including healthcare, hospitals, pharmaceuticals, manufacturing, lawyers, retail, shipping, transport, insurance, banking, and travel agencies. Our mission is to help businesses harness the power of AI to drive innovation, improve efficiency, and create new opportunities. At BrainyNeurals, we’re passionate ... read Brainy Neurals Private Limited reviews & insights
Welcome to Brainy Neurals, your trusted partner in Artificial Intelligence solutions, offering cutting-edge AI services ... read Brainy Neurals Private Limited reviews & insights
$25 - $49/hr10 - 492023Ahmedabad, IndiaThe Alluring Infotech Solutions is a tech firm specializing in AI, automation and Python solutions. We assist the companies in streamlining complex operations through services like PDF parsing, web scraping, OCR tools, AI chatbots, generative AI and imaging. We concentrate on building scalable, dependable and smart systems that address the issues of the real world. ... read Alluring Infotech Solutions reviews & insights
The Alluring Infotech Solutions is a tech firm specializing in AI, automation and Python solutions. ... read Alluring Infotech Solutions reviews & insights
$25 - $49/hr10 - 492020Mohali, IndiaAndaLabX is an AI agency specialising in developing intelligent systems that drive measurable business outcomes. We partner with companies to solve real problems using artificial intelligence, from custom GPT and LLM development to machine learning systems and AI-powered strategy. Whether you're looking to automate workflows, extract insight from your data, or develop predictive tools, we ... read AndaLabX reviews & insights
AndaLabX is an AI agency specialising in developing intelligent systems that drive measurable business outcomes. ... read AndaLabX reviews & insights
$150 - $199/hr2 - 92023Abuja, NigeriaFrom full-cycle software development to pure recruitment outsourcing, if big data is your growth engine, Olmait is a partner that you can trust. We’ve been serving startups and tech-savvy companies from the US, Europe, and Israel as an expert in MVP building for data-focused products.
From full-cycle software development to pure recruitment outsourcing, if big data is your growth engine, ... read Olmait reviews & insights
$25 - $49/hr10 - 492018Tbilisi, Georgia countryClickaByte is a software development studio that turns ideas into fast, reliable products. We design and build sites, apps, machine learning integrations and bespoke platforms, then keep them running smoothly with clear metrics and sensible maintenance. No hassle - just tidy code, transparent pricing and steady delivery. We start by understanding what you’re trying to ... read ClickaByte reviews & insights
ClickaByte is a software development studio that turns ideas into fast, reliable products. We design ... read ClickaByte reviews & insights
NA2 - 92025Sevenoaks, United KingdomBright Star Solutions provides specialized Artificial Intelligence, Data Services, Strategic Communications, and Systems Engineering support to federal agencies. Bright Star is a minority-owned, 8(a) small business consultancy based in the heart of Washington, DC. Our mission is clear: to illuminate a path for excellence for our clients. Since 2016, our team of experts have been ... read Bright Star reviews & insights
Bright Star Solutions provides specialized Artificial Intelligence, Data Services, Strategic Communications, and Systems Engineering support ... read Bright Star reviews & insights
< $25/hr10 - 492016Washington DC, United StatesUsing AI Tools
Claude
Proaptus is a London-based AI software consultancy that turns AI from prototype to production. We build custom AI systems, agentic workflows, and AI-assisted custom software around the way teams actually work — engineering, operations, customer intelligence, document review, and delivery orchestration. The work is founder-led, source-aware, and shaped around the decisions, documents, and review points ... read Proaptus reviews & insights
Proaptus is a London-based AI software consultancy that turns AI from prototype to production. We ... read Proaptus reviews & insights
$150 - $199/hr2 - 92018West Malling, United KingdomWhy Proaptus?
- Founder-led delivery with senior engineering
- AI shaped around real workflows not against
- Production discipline tested secured deployed
Post your project. Get proposals from PRO-verified firms.
Goodfirms recommends the top 3. You pick the winner.
Why Trust Goodfirms
Goodfirms is the world’s leading reviews and ratings company featuring 100,000+ tech companies from across the globe, complete with 80,000+ humanly vetted client reviews, detailed portfolios, hourly rates, employee strength, and more to help you choose your perfect tech partner.
Humanly-Vetted Client Reviews
Our researchers have personally vouched for the authenticity of 80,000+ client reviews by speaking directly with clients, cross-checking project details, timelines, and results to ensure 100% credibility.
Data-Driven Rankings
Data powers our company listings. Every company listed is evaluated based on its expertise, experience, market presence, reviews, and client satisfaction rate, which helps buyers confidently choose the right tech partner.
Global Trust & Recognition
Goodfirms is trusted by 100,000+ businesses in 160+ countries to connect with reliable tech partners. Our reputation is built on 80,000+ verified reviews and rankings you can trust.
Transparency In Detail
From verified client reviews and portfolio highlights to service focus and pricing, Goodfirms provides a 360-degree view of every company, helping 2+ million monthly users find the perfect tech partner.
Trending insights from Goodfirms
Valuable insights from top experts accelerate decision-making.

How Innovacio Technologies Turned a Goodfirms Lead Into a Long-Term AI Partnership
Learn how Innovacio Technologies won a Goodfirms lead and built a custom AI-driven solution for a pharma and manufacturing client, leading to a long-term partnership.

AI Consulting Services Guide: Pricing, Process & Choosing a Partner in 2026
AI consulting services in 2026: real pricing, engagement steps, and how to pick a partner who moves pilots into production.

Generative AI in Healthcare: Real Use Cases and Applications
Generative AI in healthcare: real examples from Stanford, Mayo Clinic & Google Health, with verified results, benefits, risks, and market data.
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.
Read the full methodology







































