Accedia is a Sofia, Bulgaria-based AI and custom software development company whose AI Capability Center takes clients from strategy to production across generative AI, agentic AI, machine learning, computer vision, and NLP as a Databricks partner. Its site states 250+ in-house engineers and lists banking & fintech among its key served industries, including regulated-finance case studies (Castle Trust Bank digital lending).
Specialty
Machine Learning Consulting: AI Implementation Companies
23 of the 64 AI implementation consultancies that help companies build on AI we track publish Machine Learning Consulting as a specialty. Featured partner first, then alphabetical.
23 of the 64 AI implementation consultancies that help companies build on AI tracked on AI Implementation Companies publish Machine Learning Consulting as a specialty, as of October 29, 2026. The featured partner, asaasin.ai, is pinned first when it qualifies; every other row is alphabetical, unpaid, and drawn from public information.
Machine learning consulting covers predictive and statistical models: forecasting, classification, recommendation, anomaly detection. It is the work that came before the current wave of large language models, and it still drives much of the production AI in finance, retail, and operations. Firms here help with problem framing, data preparation, model training, and the handoff into production.
The key question is whether a firm only builds models or also runs them. Check the same firm's tags for MLOps and data engineering, and compare against generative AI consulting if your project mixes both kinds of work. Addepto in Warsaw lists machine learning alongside generative AI. If your data work is more about reporting than models, see data and analytics firms.
See also enterprise AI, the comparison table, and AI consulting services explained.
Which AI implementation consultancies that help companies build on AI do machine learning consulting?
Advertiser disclosureFeatured partner pinned first and labelled; every other company is listed alphabetically. No paid placement.
| Company | Headquarters | Specialties | Size | Best for | Website |
|---|---|---|---|---|---|
|
Accedia
Europe, Balkans
|
Sofia, Bulgaria | Mid-size | Generative AI Consulting | Visit | |
|
Addepto
Europe
|
Warsaw, Poland | Boutique | Generative AI Consulting | Visit | |
|
AI Superior
Europe
|
Darmstadt, Germany | Boutique | Generative AI Consulting | Visit | |
|
Boston AI Partners
North America
|
Boston, USA | — | Generative AI Consulting | Visit | |
|
Crux Digits
Europe
|
Utrecht region, Netherlands | Boutique | AI Strategy | Visit | |
|
DOOR3
North America, Europe
|
New York, USA | — | AI Strategy | Visit | |
|
Grid Dynamics
North America, Europe
|
San Ramon, USA | Large | Enterprise AI | Visit | |
|
HatchWorks AI
North America, Latin America
|
Atlanta, USA | Mid-size | AI Strategy | Visit | |
|
Hexaview Technologies
North America
|
New York, USA | Mid-size | Fintech AI | Visit | |
|
InData Labs
North America, Europe
|
Miami, USA | Mid-size | Generative AI Consulting | Visit | |
|
Intellectyx AI
North America
|
Denver, USA | Boutique | Fintech AI | Visit | |
|
ITRex Group
North America, Europe
|
Aliso Viejo, USA | Mid-size | Generative AI Consulting | Visit | |
|
Kanerika
North America, Asia
|
Austin, USA | Mid-size | Generative AI Consulting | Visit | |
|
LA AI
Latin America
|
São Paulo, Brazil | Boutique | AI Strategy | Visit | |
|
LeewayHertz
Asia, North America
|
Gurugram, India | Mid-size | Generative AI Consulting | Visit | |
|
Lighthouse AI
Balkans, Europe
|
Varna, Bulgaria | Boutique | MLOps | Visit | |
|
RTS Labs
North America
|
Richmond, USA | Mid-size | AI Strategy | Visit | |
|
SiriusAI
North America
|
Jersey City, NJ, USA | — | Fintech AI | Visit | |
|
TocuLabs
Latin America
|
Panama City, Panama | Boutique | AI Strategy | Visit | |
|
Tredence
Asia, North America
|
San Jose, California, US | Large | Data Engineering | Visit | |
|
Vector Labs
Balkans, Europe
|
Sofia, Bulgaria | Mid-size | Healthcare AI | Visit | |
|
Winder.AI
Europe
|
Harrogate, United Kingdom | Boutique | MLOps | Visit | |
|
Zynapse Consulting and AI Solutions
Latin America
|
Mexico City, Mexico | Boutique | AI Strategy | Visit |
Showing 10 of 23 companies
All 23 listed
23 shownAddepto is an AI and big data consulting company that delivers custom machine learning solutions, generative AI implementations, and data engineering services, including proof-of-concept work through production deployment and MLOps.
AI Superior is a Darmstadt, Germany-based AI development and consulting company founded in 2019 by a group of AI scientists, offering AI and data strategy, generative AI development, AI chatbot development, and data science/machine learning services to enterprise clients across insurance, finance, and other industries.
Boston AI Partners is a Boston, Massachusetts-based AI development firm that works across enterprise generative AI, custom large language model development, AI strategy consulting, and machine learning implementation. Rather than a single vertical focus, the company builds toward specific, named products: a flagship AI-powered university-admissions platform and a computer-vision quality-control system built for garment manufacturing are both listed as examples of its delivery work. That combination — strategy consulting paired with named, shipped products — suggests a firm comfortable taking a project from early scoping through to a working system rather than stopping at recommendations. For a company looking for machine learning implementation with industry-specific experience in either education technology or manufacturing quality control, Boston AI Partners' published case studies are a reasonable starting point for a reference conversation. As with any firm on this list, confirm current team size and active project capacity directly, since neither is published on the company's site.
Crux Digits is a Utrecht-region, Netherlands-based AI consultancy and engineering firm founded in 2022, taking Dutch and European businesses from AI audit and strategy through implementation to production, spanning machine learning, computer vision, LLM optimization, and generative AI across finance, healthcare, and manufacturing clients.
DOOR3 is a New York City-based technology consultancy offering AI services including agentic AI, machine learning, data platform architecture, and AI automation alongside custom software development and UX design, serving legal, insurance, and financial services clients.
Grid Dynamics is a publicly traded (Nasdaq: GDYN) digital engineering and technology consulting company that helps large enterprises implement generative, agentic, and applied AI, data platforms, and cloud-native engineering solutions.
HatchWorks AI is a mid-size AI consulting company in Atlanta, founded in 2016, with delivery teams across the US (Atlanta, Chicago, Dallas), Costa Rica, Colombia, and Peru. It helps enterprises implement AI through AI strategy development, AI-native product engineering, and organizational change management to drive adoption. Its site lists Agentic Automation and Data Science & Machine Learning among delivery practices.
Hexaview Technologies is a New York-headquartered technology consulting firm whose AI & Machine Learning Consulting practice serves fintech, wealth management, and asset management clients with roadmap development, agentic AI, and platform implementation for regulated financial environments. Its site states a 200-person team, SOC 2 Type 2-aligned delivery, and AWS Select Tier Service Partner status, with over 10 years serving financial and enterprise clients.
InData Labs is a data science and AI consulting firm offering generative AI, machine learning, and data engineering services, with delivery spanning strategy, proof-of-concept, production deployment, and MLOps support.
Intellectyx AI is a Denver-headquartered agentic AI development and AgentOps consultancy that designs, builds, and operates custom autonomous AI agents for financial services (credit, fraud, AML, wealth automation), manufacturing, insurance, and other industries, with a second office in Pasadena, CA.
ITRex Group is a mid-size generative AI consulting company in Aliso Viejo, Orange County, California, founded in 2009. It takes projects from strategy through proof-of-concept to production, with service lines in AI integration, AI agents, LLM integration, and machine learning consulting. Delivered projects span healthcare, manufacturing, and retail, with delivery across North America and Europe. Sized for scoped generative AI builds rather than enterprise-wide transformation programs.
Kanerika is a global IT services and consulting company offering generative AI development and consulting, data modernization, and intelligent automation solutions for enterprises. Its site lists Agentic AI, AI Agents, and ML Consulting as named service lines.
LA AI is a boutique applied AI consultancy in São Paulo, Brazil (the LA is not Los Angeles). It builds bespoke systems — autonomous agents, enterprise RAG, proprietary models, intelligent automation and MLOps — for mid-to-large Brazilian companies in financial services, healthcare, manufacturing and insurance, using a five-stage delivery method that runs from diagnostic to operations.
LeewayHertz is an AI development company that builds generative AI solutions, custom machine learning models, and AI agents for startups and enterprises, and was acquired by The Hackett Group in 2024.
Lighthouse AI is a boutique MLOps and machine learning consultancy based in Varna, Bulgaria, serving clients in the US and Europe. Senior-led teams build production ML systems and help companies stand up in-house AI capability: strategy, hiring, and MLOps enablement (CI/CD for models, monitoring, continuous training), with end-to-end delivery across GCP, AWS, and Azure.
RTS Labs is a founder-led applied AI consultancy in Richmond, founded in 2010, that helps enterprises move AI initiatives from pilot to production. It provides architecture, governance guardrails, and hands-on implementation across industries like finance, insurance, and logistics. Its site lists AI Integration Services and Agentic AI among core offerings.
SiriusAI is a financial-services-exclusive AI consultancy that builds and deploys production AI for banking, payments, fintech, and wealth management clients, including agentic workflow automation, suspicious-activity-reporting AI, next-best-action engines, and fraud/risk anomaly detection, delivered by forward-deployed FS+AI engineers.
TocuLabs is a Panama City-based AI consulting and implementation firm serving clients across Latin America, offering AI strategy, custom AI solution design, data infrastructure readiness, and machine learning model development and integration for logistics, banking, retail, real estate, and energy clients.
Tredence is a data science and AI consulting firm with delivery centers spanning North America, India, Europe, and the Middle East, including a major engineering hub in Bengaluru. Founded in 2013, the company works with large enterprises on data engineering, MLOps, generative AI, and agentic AI initiatives, alongside longer-standing analytics and data science practices. Tredence's services cover data modernization, LLMOps, digital engineering, and industry-specific accelerators for retail, CPG, telecom, media, travel, financial services, healthcare, and life sciences. The firm partners with major cloud and data platforms such as Databricks, Microsoft, and Snowflake, and operates global capability centers that combine onshore advisory teams with offshore delivery scale across multiple India locations. Tredence also builds proprietary products, including a rebate-management tool and a healthcare analytics platform, alongside its client consulting engagements.
Vector Labs is a mid-size AI consulting and development company based in Sofia, Bulgaria, with an additional office in Manchester, UK. Founded in 2018, it delivers applied machine learning and AI agent systems for healthcare, pharma, banking and fintech, and manufacturing clients. Published work includes a pediatric-hospital appointment-scheduling deployment and subscriber-retention models built for the Financial Times.
Winder.AI is a UK-based MLOps and AI consultancy founded in 2013 by Dr. Phil Winder, delivering MLOps platform implementation (MLflow, Kubeflow, SageMaker, Vertex AI, Seldon), LLM/RAG development, and AI agent development for regulated enterprise clients including finance, insurance, and manufacturing.
Zynapse Consulting and AI Solutions is a boutique AI consultancy headquartered in Mexico City, serving clients across Mexico and the wider Latin America region. The firm's team of AI engineers, data scientists, software architects, and business strategists designs and builds custom intelligent platforms, predictive analytics and machine learning models, and business-intelligence dashboards for mid-market and enterprise clients. Its AI strategy and consulting practice helps organizations identify high-impact use cases and guides execution from proof-of-concept through production deployment. Zynapse has delivered projects in transportation and mobility (real-time driver-passenger matching and route optimization), insurance (fraud-detection modeling), retail (demand forecasting and personalization), and healthcare (patient-outcome prediction and operational-efficiency dashboards). The firm positions itself as a full-stack partner covering AI platform development, predictive analytics, business intelligence, and custom software and mobile app development, with AI integration built into its software delivery approach across the industries it serves.
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Questions buyers ask
How many AI implementation consultancies that help companies build on AI do Machine Learning Consulting?
23 of the 64 companies in this directory. The list is compiled from public information and refreshed as companies change.
How is this list ordered?
The featured partner, asaasin.ai, which publishes this directory, is pinned first and labelled. Everyone else is alphabetical. Position is not for sale.
Do companies pay to appear on this page?
No. Inclusion is free and unpaid. asaasin.ai is the only company with a commercial relationship to this site, and it is disclosed on every page.