AI Deployment Firms Map

Name: AI Deployment Firms Map
Creator: Eilla AI

Every AI deployment firm in the world: forward-deployed engineers, AI implementation consultancies and agent builders that take AI from pilot to production inside other organisations.

An AI deployment firm puts AI to work inside other organisations. Its engineers build AI systems on the client's own data and tools, take them into production and often keep running them. Deploying AI is the firm's main business, not a practice inside a large consultancy or IT outsourcer, and the work is shaped around each client rather than sold as a software licence.

86 firms in 27 countries, across 8 markets, with $6.7 billion raised.

By market

AI implementation consultancies

ADSP (Applied Data Science Partners): London AI consultancy building production AI systems for enterprises, defence and public sector bodies. (London, United Kingdom)
AltaML: Edmonton applied AI firm building production and agentic AI solutions for public sector, energy and finance. (Edmonton, Canada)
Artefact: Paris-based AI and data consultancy taking enterprises from AI strategy to deployed generative and agentic systems. (Paris, France)
Artium: Agentic AI consultancy building custom enterprise agents and coaching client engineering teams in AI-first development. (Los Angeles, United States)
Casper Studios: Claude-focused AI studio that designs and ships agents, automations and AI products for enterprises and funds. (United States)
DAIN Studios: Berlin and Helsinki data and AI consultancy delivering AI strategy, data platforms and agentic AI for enterprises. (Berlin, Germany)
Datacation: Dutch AI and data consultancy building forecasting, text and image AI solutions for mid-sized and large firms. (Amsterdam, Netherlands)
Datapizza: Milan AI deployment company building and rolling out AI solutions and agents for Italian enterprises and SMEs. (Milan, Italy)
Diametral (formerly LittleBigCode): Paris-founded consultancy redesigning large companies' processes as AI-native systems it builds and operates. (Paris, France)
Fractal: Enterprise AI and analytics firm building AI systems and decision tools for Fortune 500 companies. (Mumbai, India)
Fractional AI: Senior engineers who build and deploy custom generative AI systems for enterprises. (San Francisco, United States)
Halfspace: Danish data and AI firm building generative AI and analytics for Nordic enterprises; acquired by Accenture 2025. (Copenhagen, Denmark)
HatchWorks AI: Atlanta firm that switched wholly to generative AI, building agentic automations and AI-native products for enterprises. (Atlanta, United States)
KUNGFU.AI: Austin consulting and engineering firm working only on AI, from strategy through deployed agentic systems. (Austin, United States)
Marvik: Uruguayan AI engineering firm building production LLM, agent, computer vision and predictive systems for enterprises. (Montevideo, Uruguay)
Merantix Momentum: Berlin AI firm building and running custom ML and generative AI systems for enterprises and government. (Berlin, Germany)
MindTitan: Estonian AI company building custom ML, NLP, vision and GenAI solutions for telecoms, government and enterprises. (Tallinn, Estonia)
Moov AI: Montreal applied AI firm building custom AI, analytics and data solutions for Canadian firms; now part of Publicis. (Montreal, Canada)
NLP Logix: Jacksonville AI and machine learning consultancy building and supporting custom models and automation in production. (Jacksonville, United States)
Optima Partners: Edinburgh AI and data consultancy delivering AI-led decisioning for banks, insurers, energy and life sciences. (Edinburgh, United Kingdom)
Praelexis: Stellenbosch AI firm building ML, agentic automation and data solutions for banks, insurers and industry. (Stellenbosch, South Africa)
Quantum Rise: 'Consulting 2.0' AI-driven consulting for workflow automation (Chicago, United States)
Raccoons: Leuven AI firm building knowledge assistants, multi-agent systems and AI products for Belgian companies and cities. (Leuven, Belgium)
Ridge-i: Tokyo AI solutions firm building custom image-analysis, optimisation and generative AI systems for Japanese industry. (Tokyo, Japan)
Tenex: AI transformation and engineering partner that pays engineers per delivered output rather than by the hour. (United States)
Thinking Machines Data Science: Southeast Asian AI and data firm deploying GenAI assistants and data platforms for banks, telcos and governments. (Manila, Philippines)
Time Under Tension: Australian generative AI agency designing and engineering AI products and assistants for enterprise brands. (Sydney, Australia)
Tomoro: AI consulting and engineering firm acquired by OpenAI (London, United Kingdom)
Tribe AI: AI engineering and implementation firm building production AI systems for large enterprises via a vetted expert network. (New York, United States)
Tryolabs: Uruguayan applied AI consultancy building ML, generative and agentic AI systems for enterprises, now part of Qubika. (Montevideo, Uruguay)
Valliance: London AI consultancy paid on measured outcomes, building agentic systems and ontologies for enterprises. (London, United Kingdom)

Data and AI engineering firms

A3Data: Belo Horizonte data and AI consultancy building generative and agentic AI solutions for Brazilian enterprises. (Belo Horizonte, Brazil)
Advancing Analytics: Databricks-focused data and AI consultancy building lakehouse platforms, AI agents and document AI for enterprises. (London, United Kingdom)
Affine: Pure-play AI firm building agentic AI and production machine learning systems for large enterprises. (Bengaluru, India)
Alexander Thamm [at]: Munich data and AI consultancy delivering analytics, ML and agentic AI projects for large DACH companies. (Munich, Germany)
Analytics Engines: Belfast data and AI firm building data science, AI search and decision tools for government, media and industry. (Belfast, United Kingdom)
DareData: Lisbon AI engineering firm shipping custom ML, GenAI and agent systems for enterprises, often as fast MVPs. (Lisbon, Portugal)
Datasolut: Cologne data and AI consultancy building Databricks lakehouses, custom ML and agentic AI for German companies. (Cologne, Germany)
Datasparq: UK data and AI consultancy building AI tools for travel, supply chain, private equity and professional services firms. (London, United Kingdom)
Datatonic: Google Cloud data and AI consultancy building ML, MLOps and generative AI systems for retail, media and telecoms. (London, United Kingdom)
deepsense.ai: Warsaw AI engineering firm building production GenAI, agents and ML systems for software and enterprise clients. (Warsaw, Poland)
dida: Berlin ML studio building custom NLP and computer-vision software to automate business processes. (Berlin, Germany)
Fuzzy Labs: Manchester MLOps consultancy that takes ML models and AI agents into production using open-source tooling. (Manchester, United Kingdom)
Hiflylabs: Budapest-rooted AI and data company building data platforms, LLM integrations and agentic automation. (Budapest, Hungary)
Indicium AI: Global data and AI consultancy taking enterprises from AI strategy to built, operated data and agent systems. (New York, United States)
Keepler: Spanish data and AI services firm building generative and agentic AI for enterprises; acquired by Accenture 2026. (Madrid, Spain)
MathCo: AI and analytics engineering firm building custom AI solutions on its NucliOS platform for global enterprises. (Chicago, United States)
ML6: Belgian AI engineering firm that designs, builds and runs custom ML and generative AI systems for European enterprises. (Ghent, Belgium)
Modulai: Stockholm machine learning firm developing and deploying tailored AI models and agents for Nordic companies. (Stockholm, Sweden)
Mutt Data: Buenos Aires data and AI consultancy building data platforms, predictive models and GenAI for retail and fintech. (Buenos Aires, Argentina)
Pipple: Eindhoven data and AI consultancy building optimisation, GenAI and agentic solutions for Dutch organisations. (Eindhoven, Netherlands)
Provectus: AI systems integrator delivering production ML and generative AI for healthcare and financial services firms. (San Francisco, United States)
Quantiphi: Large AI-first engineering services firm building ML, generative and agentic AI systems for enterprises and governments. (Marlborough, United States)
Sertis: Bangkok data and AI engineering firm building custom AI, private LLM and analytics systems for Thai enterprises. (Bangkok, Thailand)
Sigmoid: Data and AI services firm with forward-deployed engineers building agents and data platforms for CPG and pharma. (India)
statworx: Frankfurt data and AI consultancy that builds ML, GenAI and AI platform solutions for German-speaking enterprises. (Frankfurt am Main, Germany)
Tiger Analytics: AI and analytics services firm building data science, ML and GenAI solutions for large enterprises. (Santa Clara, United States)
Tredence: Data science and AI services firm building agentic and ML solutions for retail, CPG, healthcare and banking clients. (San Jose, United States)
Turgon AI: Data modernization and system integration projects for enterprises, delivered with AI agents and human experts. (San Francisco, United States)
Unit8: Swiss data and AI services firm building ML, GenAI and data platforms for traditional enterprises. (Lausanne, Switzerland)
Xomnia: Amsterdam data and AI consultancy building data platforms, ML products, GenAI and agentic AI for Dutch organisations. (Amsterdam, Netherlands)

Industry-specialist AI deployment firms

Aqsone: Toulouse AI firm building and industrialising custom AI for aerospace, space, defence and luxury manufacturers. (Toulouse, France)
Cogna: Builds custom AI-generated software for utilities, manufacturing and logistics firms. (London, United Kingdom)
craftworks: Vienna industrial AI firm delivering predictive quality, maintenance and visual inspection systems for manufacturers. (Vienna, Austria)
Datamole: Prague data and AI firm building IoT, ML and AI systems for agriculture, manufacturing and biotech companies. (Prague, Czech Republic)
Heizen: Builds custom AI and software for supply chains and CPG companies in weekly sprints, then hands it over. (San Francisco, United States)
LUMIQ: Forward-deployed data and AI engineering firm building AI agents for banks and insurers. (Noida, India)
Mesh-AI: London data and AI consultancy for regulated financial-services and energy firms; combined into Indicium AI in 2026. (London, United Kingdom)
Neurons Lab: London and Singapore AI firm building custom agents for banks, wealth managers, insurers and PE firms. (London, United Kingdom)
Visium: Swiss enterprise AI consultancy building data platforms and agentic AI for life sciences and specialty chemicals. (Lausanne, Switzerland)

Forward-deployed AI engineering firms

AuxoAI: Forward-deployed AI services firm building production AI for enterprises (San Francisco Bay Area, United States)
Distyl AI: Forward-deployed engineers rebuild core workflows around AI for Fortune 500 companies, using its Distillery platform. (San Francisco, United States)
Hyde: Forward-deployed teams and a platform that build specialist AI models on enterprise data for large companies. (New York, United States)
Northslope: Ex-Palantir engineers who build custom AI applications on Palantir's platform for large operators. (Denver, United States)
Percepta: General Catalyst-owned firm embedding AI engineers in healthcare, finance and government organisations. (New York, United States)

AI agent development companies

&above: London AI product agency designing and shipping client-owned AI agents and AI products from prototype to production. (London, United Kingdom)
AI Partners: Paris agentic AI firm designing and running production agent systems for large French corporates. (Paris, France)
Algorithma: Swedish firm building and running AI agents inside clients' own cloud for retail, services and industry. (Stockholm, Sweden)
Implement AI: Managed AI workers for calls, email and admin in SMEs and large UK firms, set up and run on its AIOS platform. (London, United Kingdom)
Unframe: Managed enterprise AI delivery: builds and runs custom AI solutions for large organisations on outcome-based pricing. (Cupertino, United States)

AI deployment firms for government and the public sector

Brain Co.: Builds and deploys AI applications for governments and large enterprises in permitting, healthcare and insurance. (San Francisco, United States)
Decho: UK Palantir-focused AI and data consultancy for health, government and defence clients; acquired by Accenture in 2025. (United Kingdom)
Faculty: London applied-AI firm building AI systems for UK government, NHS and enterprises; acquired by Accenture 2026. (London, United Kingdom)

AI lab deployment companies

Ode (Ode with Anthropic): Enterprise AI implementation firm from Anthropic, Blackstone and H&F; $1.5B backing (San Francisco, United States)
The Deployment Company (OpenAI): OpenAI-controlled PE-backed forward-deployed AI deployment firm (San Francisco, United States)

AI implementation firms for private equity and the mid-market

Ciridae: Redesigns, builds and runs AI systems for mid-market and PE-backed businesses; part-owns Drilling Mud Direct. (San Francisco, United States)

Most active investors

The AI Deployment Firms Map is published by Eilla AI. Map criteria · What's new · Summary for AI tools