Top Machine Learning Development Companies in the USA

Looking for the right partner to bring your machine learning ideas to life? 

It’s not easy to tell who’s really good at building ML solutions and who’s just riding the AI wave. The truth is, choosing the wrong team can cost you time, money, and momentum.

That’s why we’ve pulled together this list of the top machine learning development companies in the USA. These teams have been tested in real projects, rated highly on Clutch, and have the experience to handle everything from predictive analytics to NLP and computer vision.

Top Machine Learning Development Companies in the USA

If you want a clear view of who’s worth your attention, start here, you’ll walk away with a shortlist you can trust.

1. ZAPTA Technologies

Website: https://zaptatech.com

Location: Houston, TX

Services: Machine learning solutions, predictive analytics, custom ML model development, and AI consulting.

ZAPTA’s Machine Learning Capabilities: ZAPTA Technologies showcased its machine learning prowess to build MEtutors, an AI-powered platform that connects students with the right

tutors based on their learning style and preferences. By leveraging intelligent matching algorithms, ZAPTA delivered a personalized and scalable solution that enhances the online tutoring

experience, showcasing real-world impact through smart, data-driven design. ZAPTA Technologies has been consistently recognized by industry leaders, from awards like Clutch Top

Developer and TechBehemoths Winner to being named Best Software Testing Company by SuperbCompanies. These accolades underscore not only their quality and innovation in IT

and design but also the technical depth that enables them to build advanced, AI-infused solutions.

2. NineTwoThree AI Studio

Website: https://www.ninetwothree.com

Location: Danvers, MA

Services: Custom machine learning solutions, AI consulting, data-driven decision-making tools, predictive analytics, and NLP applications.

Nine Two Three’s Machine Learning Capabilities: NineTwoThree partnered with FanDuel to create Chuck AI, an interactive chatbot modelled after Charles Barkley. Powered by OpenAI

and built for scale, the chatbot extended FanDuel’s TV campaign into an engaging digital experience, blending humour, brand personality, and AI-driven conversation. From mobile-first UX to

moderation systems, the project reflects NineTwoThree’s strength in delivering creative, compliant, and high-performing AI solutions. NineTwoThree has been making waves in the AI space,

earning top honours like the Clutch Global and Champion Awards for 2024, spotlighting their leadership in generative AI and machine learning. They’ve also been named among the Top 50

AI Firms in the U.S. alongside industry giants like Microsoft and NVIDIA. Plus, a recent nomination for AI Agency of the Year shows their growing impact in North America. These

recognitions underscore NineTwoThree’s commitment to pushing the boundaries of AI innovation while delivering real-world results.

3. HatchWorks AI

Website: https://hatchworks.com

Location: Atlanta, GA

Services: Cloud-native AI/ML solutions, MLOps, AI strategy, data engineering, and analytics.

HatchWorks Machine Learning Capabilities: HatchWorks partnered with a cybersecurity firm to build an ML-powered prototype that automates compliance document reviews. In just six

weeks, they delivered a model with 80% accuracy, far exceeding the benchmark by training on structured data and fine-tuning language models to predict compliance gaps. The result?

Faster, more consistent assessments and a strong proof of how machine learning can transform traditionally manual processes. HatchWorks has been recognized globally for its AI

leadership, including a 2024 Global Generative AI Award, multiple Clutch Global Leader honours, and a spot on the Inc. Power Partner list. These accolades reflect their commitment to

delivering impactful, AI-driven solutions with excellence.

 

4. Azumo

Website: https://azumo.com

Location: San Francisco, CA

Services: AI and ML development, Generative AI, large language models, and machine learning frameworks.

Azumo’s Machine Learning Capabilities: Azumo developed a custom AI search engine for Meta that leverages smart NLP techniques like NER and semantic labelling to help procurement

teams find the right suppliers, moving beyond clunky keyword search to accurate, context-aware recommendations. Azumo is widely celebrated, from being named Top Machine Learning

Company by Clutch across regions in 2025 to scoring multiple awards for Python, Django, React, and app development. Add a 2022 Impact Company of the Year win from Dotcom Magazine,

and it’s clear: excellence isn’t just part of what they do, it’s everywhere they do it.

5. The SilverLogic

Website: https://tsl.io

Location: Boca Raton, FL

Services: Machine learning, NLP, computer vision, intelligent automation, and decision-making tools.

Silver Logic’s Machine Learning Capabilities: SilverLogic engineered an iOS app for an automotive client that paired computer vision, object detection, and AR overlays, demonstrating

their prowess in blending ML innovation with immersive mobile development. SilverLogic’s commitment to delivering cutting-edge digital solutions hasn’t gone unnoticed. They’ve been

featured on South Florida Tech Hub, recognized on the GrowFL Companies to Watch list, and named to the 2021 Inc. 5000, marking them as one of the fastest-growing private companies in

the U.S. As a Klipfolio Partner and Visa Hackathon Winner, they blend technical excellence with real-world problem-solving, earning trust across industries through performance and

innovation.

 

6. BairesDev

Website: https://www.bairesdev.com

Location: San Francisco, CA

Services: Machine learning model development, data collection, feature engineering, model training, and deployment.

BairesDev Machine Learning Capabilities: BairesDev spearheaded a major overhaul for Limeade, a well-being software provider, by migrating its legacy application to a modern

microservices architecture. This included enhancing the platform with robust machine learning capabilities to support enhanced business intelligence and core functionalities. The project

involved UI development, legacy support, and critical ML feature integration to deliver a scalable and intelligent platform. They’ve been a standout in AI and client service, winning the 2024

Globee for Company of the Year in AI, multiple 2025 Stevie Awards for innovation and leadership, and the 2023 Organization of the Year for customer service. These honours highlight

their technological leadership, client excellence, and internal culture of growth.

7. Simform

Website: https://www.simform.com

Location: Orlando, FL

Services: Custom ML models, NLP, computer vision, deep learning, end-to-end AI/ML integration.

Simform Machine Learning Capabilities: Simform built an AI-powered mental health app for universities featuring an empathetic therapy bot powered by Amazon Bedrock and CPT models.

Deployed across 50 campuses, it reduced support access time by 80%, showcasing how smart tech can deeply enhance student well-being. Simform stands out for engineering excellence,

ranking #3 globally in Clutch’s Custom Software Development 2025, named the #1 AI services provider by Clutch, and topping TrustRadius with a 9.1/10 rating in IT professional services.

Plus, they’re a Great Place to Work‑Certified™, proving that innovation thrives in a supportive culture.

8. Sigma Software Group

Website: https://sigma.software

Location: New York, NY

Services: ML and AI development, predictive models, AI consulting, data engineering.

Sigma Software Machine Learning Capabilities: Sigma Software streamlined internal training by adopting Elai.io’s AI video platform, which enabled fast, cost‑effective production with

avatar voiceovers and easy adaptability, showcasing how AI tools can enhance operational efficiency. Sigma Software has earned top-tier industry honours from Skill Games Supplier of the

Year at the 2022 EGR B2B Awards and Best Software Development Company in Europe (2021), to a 2024 HR Brand Ukraine Award for excellence in diversity and inclusion, highlighting

their technical leadership, innovation, and values-driven culture.

9. Valere

Website: https://www.valere.io

Location: Washington, DC

Services: AI and ML solutions, predictive analytics, data-driven insights, and AI strategy consulting.

Valere’s Machine Learning Capabilities: Valere helped V1 Sports build a golf training app, powered by advanced AI and smart video analysis, that’s been downloaded over 1 million times

and is trusted by thousands of players and coaches each month. By making it easy to visualize and improve swings, the app delivers a more engaging and effective training experience,

helping golfers get better faster and stay motivated. This highlights Valere’s machine learning expertise in delivering smart, real-time video insights for better athletic training. Valere’s

commitment to delivering top-tier AI and machine learning solutions has earned them prestigious industry accolades, including the Clutch 2025 Machine Learning Award as one of the

world’s top 15 AI service providers, and Seattle’s Most Reviewed Developer in 2024 by The Manifest. These honours reflect Valere’s proven expertise and trusted client partnerships.

 

10. Tkxel

Website: https://www.tkxel.com

Location: Reston, VA

Services: Machine learning services, predictive analytics, custom ML models, and AI strategy.

Tkxel’s Machine Learning Capabilities: They delivered an ML-powered auto-replenishment platform for Replenium, solving product categorization and inventory optimization challenges,

and achieved an 80% reduction in missed orders. Besides, this project improved customer retention and supply chain efficiency, which reinforced Tkxel's position as a client-focused ML

solutions provider. Additionally, TKXEL has earned global recognition for both growth and workplace excellence, including Forbes Business Council membership, Financial Times

acknowledgment, and Mogul’s Top People Leaders & CHROs.

Picking the right machine learning partner isn’t just a vendor choice; it shapes how fast you move, how well your models perform, and how future-proof your product becomes. The

companies we’ve listed stand out because they’ve delivered real value, not just promises. Use this list as your filter, then dig deeper into how each team handles ownership, scalability, and

long-term support because that’s where good projects turn into lasting wins.