Top Performing Machine Learning Companies

Are you searching for the right Machine Learning company? When ML powers personalization, predictions, automation, and risk controls, it becomes mission-critical to your roadmap and ROI. With so many vendors, how do you uncover the one that aligns with your data, constraints, and goals? Choosing wisely requires data-driven research on your ideal partner, not glossy claims.

That is where ITProfiles comes in. We connect you with the right ML agency using our ITP Score, a rigorous data scan across the web to shortlist 14 companies, then deliver neutral expert analysis with clear pros and cons for each.

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  • Novumlogic Technologies Pvt Ltd
  • Intellection Software & Technologies Pvt. Ltd
  • Epigos Ltd
  • Zeta Corporation
  • Developer Bazaar Technologies
  • Appinventiv
  • SOMA SOCIAL SRL
  • Cogitech
  • ANX Technologies
  • TechnoLynx

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Best-in-Class Machine Learning Companies

15 Companies Showing Top 15 Machine Learning Companies Updated on January 12, 2026 Reviewed by: ITProfiles Team
Every agency on ITProfiles is evaluated for expertise and client feedback to help you make informed decisions. See how we rank companies
  • Innovate.Scale.Lead

    Novumlogic Technologies offers AI development and consulting as a core service. Their AI expertise includes knowledge mining, speech and conversational AI, chatbots, computer vision, machine learning, and generative AI.
    Machine Learning, No Code/Low Code, Backend Development, iPhone App Development
    • Founded in 2015
    • 21-50 Members
    • $25 - $49/hr
    • $5,000 to $10,000

    Best For

    • Want to incorporate AI features into existing products or workflows but do not have in-house AI expertise.
    • Seek rapid prototyping / MVPs for AI ideas, especially for chatbots, recommendation engines, or intelligent automation.
    • Need privacy, data governance, or compliance (GDPR, SOC2 etc.) as part of AI deployment.
    • Work in sectors like healthcare, finance, field services, SaaS, or any field with heavy data where ML, computer vision or conversational AI would add value.
    • Aim for scalable, maintainable AI solutions rather than throwaway proof-of-concepts, i.e. want long-term partner capable of integrating, supporting, monitoring, and improving AI over time.

    Client Type

    Startups 20%

    Small Businesses 20%

    Mid-Sized Businesses 20%

    Large Enterprises 20%

    Government 20%

    Industries Specialization

    Healthcare 20%

    Financial Services 20%

    Enterprise 20%

    Energy & Natural Resources 20%

    ECommerce 20%

    Why Hire Them?

    • Broad AI services- from consulting and strategy through implementation and deployment, not just model building.
    • Experience- they report having delivered 40+ AI projects since 2022 across industries.
    • Emphasis on real business impact: improving efficiency, automating repetitive workflows, reducing errors, and delivering measurable ROI.
    • Strong technical practices- focus on data architecture, integrating with existing systems, secure AI, including privacy and compliance.
    • Agile and rapid MVP orientation- helps bring ideas to working prototypes quickly, then iterate.

    Clients Review Summary

    Overall sentiment from clients is very positive on AI work. Key themes are that Novumlogic is reliable, delivers well-designed, functional AI features, has good communication, and delivers to schedule. Clients appreciate that the solutions are not just theoretical but usable, secure, and integrated. Some reviews speak of fast MVPs, clear outcomes and measurable benefits. There are few criticisms; most say what they expected broadly happened.

    View all reviews

    Why Clients Trust Them?

    • Strong track record of multiple delivered AI projects across sectors.
    • Transparent process starting from consulting/strategy, moving through prototype, development, and ongoing refinement.
    • Emphasis on privacy, compliance, and data security.
    • Good ability to integrate AI into existing systems, not forcing clients to rebuild everything.
    • Focus on ROI and delivering usable features rather than just models.
  • Brilliant Ideation. Flawless Execution

    Intellection Software & Technologies Pvt. Ltd., provides end-to-end IT solutions across software engineering, digital transformation, and advanced technology domains.
    Machine Learning, Android App Development, iPhone App Development, Backend Development
    • Founded in 2005
    • 21-50 Members
    • $25 - $49/hr
    • $5,000 to $10,000

    Best For

    Intellection Software & Technologies Pvt. Ltd. is best suited for organizations that want to blend innovation with reliability across diverse technology domains. The company caters to startups, SMEs, and enterprises that seek end-to-end digital transformation whether through intelligent automation, scalable web systems, or secure decentralized solutions.

    For businesses in eCommerce, Intellection is a strong partner for developing robust online platforms integrated with real-time analytics, AI-driven personalization, and efficient payment and logistics workflows. Their eCommerce projects often focus on improving customer experience through data insights and intelligent product recommendations.

    In software and API development, Intellection is best for companies that require reliable backend systems, seamless integrations, and cross-platform connectivity. Their API expertise ensures interoperability across mobile, web, and enterprise systems, helping clients unify complex digital ecosystems without compromising security or performance.

    For AI and Blockchain-driven solutions, Intellection stands out as an innovation partner. They are ideal for clients exploring predictive analytics, process automation, chatbots, smart contracts, and secure digital ledgers. These technologies are implemented not as isolated features but as part of integrated, data-rich systems that create long-term business value.

    The company also serves as a capable partner in game development, especially for projects that require interactive storytelling, learning-based gamification, or AI-assisted design elements. Their approach combines technical precision with creativity, making them a suitable fit for educational, corporate, and entertainment-driven game projects.

    Client Type

    Startups 5%

    Small Businesses 25%

    NGOs/Non-Profit 40%

    Mid-Sized Businesses 30%

    Industries Specialization

    Media 25%

    Healthcare 25%

    Entertainment 15%

    ECommerce 25%

    B2B 10%

    intellection.in homepage

    intellection.in homepage

    Why Hire Intellection

    • Full-Stack Expertise Across Technologies: Skilled across AI, Blockchain, APIs, and core software frameworks, enabling end-to-end digital product delivery.
    • Data-Driven Engineering: Deep expertise in machine learning, automation, and analytics ensures solutions that improve continuously through real-time data.
    • Scalable Architectures: Builds modular, secure systems capable of evolving as business requirements expand.
    • Integration-Focused Development: Strong command over API and system integration ensures seamless connectivity between web, mobile, and enterprise platforms.
    • Experience in Emerging Tech: Proven capabilities in integrating AI for automation, Blockchain for transparency, and game frameworks for engagement.
    • Cross-Industry Expertise: Experience across retail, fintech, education, travel, and enterprise software gives them a contextual understanding of client goals.
    • Strategic & Consultative Mindset: Combines technical development with business insights to align technology outcomes with measurable ROI.
    • Longevity & Credibility: With nearly 20 years of continuous operation, Intellection brings a strong foundation of process discipline, delivery consistency, and client trust.
    • Excellence by Intellection

      Excellence by Intellection

  • Epigos Ltd
    London, United Kingdom

    Automate business workflow with vision AI

    Epigos Ltd (also known as Epigos AI) is a UK-based AI/computer vision R&D company, registered in London since November 2021.
    Machine Learning, Python, Generative AI, Chatbots
    • Founded in 2021
    • 2-10 Members
    • $50 - $99/hr
    • $5,000 to $10,000

    Best For

    • Businesses (from startups to enterprises) want to implement computer vision/vision AI functionality, for example, object detection, defect detection, image classification, but lack full internal AI teams.
    • Organizations that need a toolchain covering dataset annotation, model training, deployment, and inference workflow, and want to reduce friction by using an integrated platform rather than stitching together many services.
    • Industries with visual data and visual tasks, such as manufacturing quality control, healthcare imaging, agriculture/drone imagery, retail surveillance, automated inspection, etc., where computer vision can deliver operational efficiencies.
    • Clients concerned about data privacy, compliant handling of image / visual data, secure storage, encryption, access control, audit, and who want to ensure that AI deployment meets regulatory standards.
    • Teams that value flexibility: deploying models on cloud, edge devices, or via hosted APIs, and integrating via SDKs and REST APIs so that AI capabilities can fit into existing workflows.
    • Use cases with moderate technical complexity, where features like auto-labeling, SDK support, dataset versioning/management, and model deployment options are helpful. Clients doing heavy customization or research-level AI beyond what typical vision tasks require might need more specialized vendors.

    Client Type

    Startups 50%

    Mid-Sized Businesses 50%

    Industries Specialization

    Startup 20%

    Insurance 10%

    Healthcare 20%

    Financial Services 20%

    B2B 30%

    epigos.aihomepage

    epigos.aihomepage

    Why Hire Epigos

    • Integrated computer vision platform: Epigos does not just provide tools for annotation or model training; it offers an end-to-end workflow from data ingestion/annotation through training and deployment. 
    • Ease of use / no-code / SDK options: They provide REST APIs, SDKs (e.g., Python, Node), and hosted interfaces, which reduce friction for those without deep engineering teams. 
    • Data security and compliance focus: Their public statements emphasize DPA compliance, encryption, access control, audits, and secure data handling. This is a strong edge for clients handling sensitive visual data. 
    • Feature richness: Features include auto-labeling, version control for datasets, deployment to edge devices or via APIs, image annotation (bounding boxes, categories), data augmentation, etc. These are not minimal features but represent a mature vision platform. 
    • Young & agile: As a small team (1-10 employees per Crunchbase) founded recently, Epigos may be more flexible, quicker in iteration, easier to coordinate with, and potentially have lower overhead.

    Client Review Summary

    • Sentiment from third-party reviews and platform descriptions is generally positive. Users emphasize usability, feature set, and that it reduces friction for computer vision workflows. 
    • Some reviews note that the product is well-suited for small to medium projects, but might require technical expertise to fully leverage some advanced features. 
    • The lack of many high-profile client case studies or feedback with quantitative metrics suggests an early stage/growth phase; customers may be fewer or less visible so far.

    Client's Feedback:

    Aichief (a third-party tool review site) in October 2025 described Epigos AI as “a solid pick for startups, researchers, and enterprise AI teams alike”, noting good automation, scalability, and efficient dataset labeling workflows.

    Why Clients Trust Them?

    • Clear public statements on data security, compliance under UK regulations (DPA), encryption, and audits. 
    • Transparent product roadmap, blogs, updates about new features (auto-labeling, data augmentation, etc.), which indicate ongoing development and responsiveness. 
    • Flexible deployment options (edge, hosted UI, API, SDK) help in accommodating varied use cases.
    • Product design oriented toward usability: no-code or low-code paths, dataset management, annotation tools, and version control.

    Client Reviews Often Mention

    • Usability (6)
    • Data security, compliance, encryption (10)
    • Feature richness (7)
  • We are a forward-thinking team, crafting innovative solutions from design to engineering.

    ZETA Corporation is a technology company headquartered in Kosovo and the UK, dedicated to fostering innovation and developing products that create a meaningful impact on society.
    Machine Learning, ReactJS, Android App Development, Backend Development
    • Founded in 2022
    • 11-20 Members
    • $150 - $199/hr
    • $10,000 to $25,000

    Industries Specialization

    Travel 20%

    Real Estate 20%

    Education 20%

    ECommerce 20%

    B2B 20%

  • Creating Positive Impact

    Developer Bazaar Technologies has been steadily expanding into the Artificial Intelligence space, bringing automation, data processing, and intelligent analytics into its core offerings.
    Machine Learning, Natural Language Processing, AI Development, Bot Development
    • Founded in 2016
    • 101-200 Members
    • $25 - $49/hr
    • $25,000 to $50,000

    Client Type

    Startups 45%

    Small Businesses 20%

    Mid-Sized Businesses 20%

    Large Enterprises 15%

    Industries Specialization

    Real Estate 20%

    Medical 20%

    Healthcare 20%

    Food Delivery 20%

    B2B 20%

    developerbazaar.com

    developerbazaar.com

    Why Hire Developer Bazaar

    • Applies machine learning and predictive models to real-world business scenarios.
    • Focuses on AI-driven automation and workflow enhancement for SMEs and startups.
    • Capable of integrating AI features into existing mobile or web platforms.
    • Emphasizes practical, cost-conscious AI adoption rather than experimental implementations.
    • Delivers flexible, scalable AI systems that evolve with data growth.
  • App Development & Digital Transformation Agency

    Appinventiv's specialised services strengthen its role as a full-spectrum digital partner. The team builds scalable eCommerce systems, applies AI for automation and analytics, creates immersive VR/AR experiences, and delivers secure blockchain and API solutions.
    Machine Learning, Android App Development, AI Consulting, AI Development
    • Founded in 2014
    • 1001-2000 Members
    • $25 - $49/hr
    • $50,000 to $75,000

    Client Type

    Startups 10%

    Small Businesses 30%

    Mid-Sized Businesses 30%

    Large Enterprises 10%

    Government 20%

    Industries Specialization

    Manufacturing 10%

    Healthcare 10%

    Food Delivery 10%

    Financial Services 10%

    Enterprise 10%

    appinventiv.com homepage

    appinventiv.com homepage

    Why Hire Appinventiv?

    • Their advanced-tech services build on the underlying mobile/web/software foundation, offering clients a single vendor for both core delivery and innovation layers.
    • Enables brands to explore emerging technologies (AI, VR, blockchain) with a partner already familiar with their app/web ecosystem.
    • API development ensures interoperability, scalability and system integration—critical for modern digital platforms.
    • eCommerce expertise supports end-to-end commerce journeys, from mobile and web apps through to backend fulfilment and data workflows.
    • Cost-efficiency and reduced vendor complexity by engaging one partner for both foundation and advanced features.
  • Proud of what we BUILD

    SOMA SOCIAL SRL is a Bucharest, Romania-based technology company founded in 2012. The firm offers services across mobile app development, software development, artificial intelligence, and API development.
    Machine Learning, Android App Development, ChatGPT Development, Backend Development
    • Founded in 2012
    • 21-50 Members
    • $50 - $99/hr
    • $10,000 to $25,000

    Client Type

    Startups 20%

    Small Businesses 25%

    NGOs/Non-Profit 20%

    Large Enterprises 20%

    Government 15%

    Industries Specialization

    Marketing 20%

    Gambling 20%

    ECommerce 20%

    Business Intelligence 20%

    B2B 20%

    somasocial.comhomepage

    somasocial.comhomepage

    Why Hire Soma Social?

    • Broad technical scope: they cover mobile (iOS/Android), web, AI, and API development, so clients can get multiple tech needs met under one roof.
    • Experience with both large clients and smaller, more bespoke projects, which suggests flexibility in scale and a balanced project portfolio.
    • Innovation mindset: willing to take on “special projects,” complex custom applications, design bespoke features, and use newer technologies.
    • Reliable and trusted by clients: Their longevity since 2012, stable growth, and presence in competitive sectors (media, telecom, marketing) contribute to credibility.
    • Solid pricing and value proposition for clients in Romania and nearby markets, aiming at professional service without super-premium rates.
  • AI ML Development Lab

    Cogitech’s AI services enhance software systems with intelligent features such as automation, optimization, and data-driven insights. AI capabilities are positioned to help companies increase efficiency and unlock smarter decision-making through applied machine learning.
    Machine Learning, AI Consulting, Generative AI
    • Founded in 2023
    • 2-10 Members
    • $100 - $149/hr
    • $25,000 to $50,000

    Industries Specialization

    Legal 47%

    Insurance 9%

    Enterprise 17%

    Business Intelligence 27%

    Cogitech Homepage

    Cogitech Homepage

    Why Hire Cogitech?

    • Brings practical use of AI into existing or new digital solutions, not standalone experiments.
    • Ideal for teams looking to reduce manual effort and improve predictive or analytical capabilities.
    • Strength lies in combining AI with strong engineering foundations for measurable impact.
    • Good match for businesses ready to transition from traditional software to intelligent systems.
  • Your Trusted Digital Partner for Agile and Fast FinTech Innovation

    ANX Technologies is a Belarus-based technology firm offering advanced AI solutions such as custom application development, natural language processing, and data analytics, and specializing in integrating smart technologies into business operations.
    Machine Learning, Backend Development, ReactJS, Python
    • Founded in 2018
    • 51-100 Members
    • $25 - $49/hr
    • $10,000 to $25,000

    Industries Specialization

    Financial Services 25%

    Banking 75%

    anxtechnologies.comhomepage

    anxtechnologies.comhomepage

    Why Hire Them?

    • They offer a rich AI-capability stack covering natural language processing, large-scale data analytics, and custom application integration, enabling businesses to leverage AI beyond proof-of-concept.
    • Belarusian engineering talent provides access to cost-effective and highly skilled teams with strong technical competence, particularly for European clients seeking near-shore collaboration.
    • Their model of aligning AI solutions with business context (rather than purely technical builds) means clients who want results, not just technology, may benefit.
    • Given Belarus’s friendly stance toward blockchain technologies, the regional ecosystem supports experimentation and regulatory clarity, allowing ANX to tap into both AI and blockchain-adjacent innovation spaces.
    • Being a boutique/medium-sized firm may mean more direct senior engagement, quicker decision-making, and more flexible service compared with large firms.
  • Hunting for optimum

    TechnoLynx offers advanced Artificial Intelligence services with strong capabilities in computer vision, neural networks, generative AI and GPU-accelerated inference.
    Machine Learning, AI Development, AI Consulting, Generative AI
    • Founded in 2019
    • 11-20 Members
    • $100 - $149/hr
    • $10,000 to $25,000

    Industries Specialization

    Supply Chain 5%

    Startup 5%

    Retail 6%

    NGO 6%

    Manufacturing 5%

    www.technolynx.comhomepage

    www.technolynx.comhomepage

    Why Hire Them?

    • TechnoLynx has extensive expertise in computer vision, generative AI, neural networks, and GPU-accelerated AI inference, enabling them to build efficient and scalable AI-driven systems that can handle data-intensive workloads. 
    • They emphasise explainable AI and human-supervised system design, which can matter for industries with stringent compliance or ethical requirements, e.g., healthcare, surveillance, and life sciences. 
    • Their small, dedicated team and research-driven approach allow them to handle complex, research-heavy AI use cases, such as innovations, prototypes, or systems where off-the-shelf solutions may not suffice.

    Success Story

    For a client named Kineon, TechnoLynx delivered a project where they transformed complex theories into practical solutions, providing research reports, architecture planning, and implementation. The client testimonial notes strong project management and timely delivery.

  • When the impossible becomes possible

    Itoma applies AI to help businesses automate decisions, analyze data, and personalize customer experiences.
    Machine Learning, ChatGPT Development, Laravel, ASP.NET
    • Founded in 2014
    • 21-50 Members
    • $50 - $99/hr
    • $10,000 to $25,000
    itoma.lt homepage

    itoma.lt homepage

    Why Hire Them?

    • Implements AI to automate key business and marketing tasks.
    • Strong background in data modelling and analytics integration.
    • Develops custom algorithms aligned with operational goals.
    • Bridges AI with ecommerce and software for added intelligence.
    • Focused on scalable, explainable AI solutions.
  • GenAI for HealthTech and EdTech

    DLabs.AI is a Polish firm founded in 2015 that specializes in building custom AI software solutions for businesses across sectors such as finance, healthcare, and manufacturing.
    Machine Learning, AI Consulting, Chatbots, ChatGPT Development
    • Founded in 2015
    • 11-20 Members
    • $50 - $99/hr
    • < $5,000
    dlabs.ai homepage

    dlabs.ai homepage

    Why Hire DLabs.AI?

    • Strong domain expertise in machine learning, neural networks and natural language processing. 
    • Demonstrated track record of delivering AI projects that lead to cost savings and process efficiencies. 
    • Recognised by industry-rating platforms which suggests maturity and reliability. 
    • Based in Poland, offering European-time-zone collaboration and a cost base favourable compared to many Western markets.
    • Offers a full service from AI concept through to implementation, meaning fewer hand-offs and tighter delivery.
  • Design, Develop and Deploy Enterprise Grade Solutions with a value driven approach

    YourAllyStack provides API development services that enable secure and efficient communication between applications, services, and platforms. Their API work supports mobile apps, web applications, third-party integrations, and microservices-based architectures.
    Machine Learning, AI Development, AI Consulting, Chatbots
    • Founded in 2025
    • 2-10 Members
    • $10 - $24/hr
    • $5,000 to $10,000

    Industries Specialization

    Healthcare 30%

    Education 25%

    Business Intelligence 15%

    B2B 30%

    www.yourallystack.comhomepage

    www.yourallystack.comhomepage

    Why Hire Them?

    • Focus on custom software aligned closely with real business processes
    • Ability to handle backend logic, data handling, and integrations
    • Suitable for startups and SMEs needing tailored systems
    • End-to-end delivery from planning to deployment
    • Cost-effective development model compared to larger firms
  • AKS iQ
    Karachi, Pakistan

    An AI Company

    AKS iQ specializes in Artificial Intelligence, Machine Learning, Computer Vision, Internet of Things (IoT) and other emerging technologies to address real-world, industry-wide relevant problems in the Financial, HealthCare, and Travel sectors.
    Machine Learning, AI Consulting, Cognitive Computing, Natural Language Processing
    • Founded in 2019
    • 21-50 Members
    • $150 - $199/hr
    • $25,000 to $50,000

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