7.9/10
Provectus
San Francisco AI systems integrator with more than 400 builders that takes machine learning and generative AI into production, mainly on AWS, for financial services and life sciences companies.
Best cloud and data platform AI firms
Firms that deliver AI on a specific cloud or data platform, such as AWS, Databricks or Snowflake, including the data engineering underneath.
Updated October 2026
| # | Firm | Headquarters | Best for | Score |
|---|---|---|---|---|
| 1 | Provectus | San Francisco, California | AWS-centric enterprises in financial services or life sciences that need production ML, GenAI and data platform work with full IP transfer. | 7.9 |
| 2 | Loka | Los Altos, California | Healthcare, life sciences and AWS-native companies that need GenAI or ML moved from prototype to production. | 7.7 |
| 3 | Aimpoint Digital | Atlanta, Georgia | Companies on Databricks or Snowflake that need data engineering and AI delivered together. | 7.5 |
7.7/10
Loka
Silicon Valley consultancy, operating since 2004, that builds generative AI, machine learning and data systems on AWS, with a strong healthcare and life sciences focus.
7.5/10
Aimpoint Digital
Atlanta-based data, analytics and AI firm founded in 2017 that builds AI-ready data platforms and AI applications on Databricks, Snowflake and other platforms.