Industry-specialist AI deployment firms
9 AI deployment firms in Industry Specialists, in 7 countries, with $58 million raised. 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.
- Cogna: Builds custom AI-generated software for utilities, manufacturing and logistics firms. (London, United Kingdom)
- Aqsone: Toulouse AI firm building and industrialising custom AI for aerospace, space, defence and luxury manufacturers. (Toulouse, France)
- 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)
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