We review AI development, implementation and consulting firms, and score each one on its record of shipping AI into production, its depth, how it delivers and how clearly it prices.
Featured firm
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.
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| # | Firm | Category | Headquarters | Score |
|---|---|---|---|---|
| 1 | Provectus | Cloud and data platform AI | San Francisco, California | 7.9 |
| 2 | 7T | Enterprise systems and modernization | Dallas, Texas | 7.7 |
| 3 | Loka | Cloud and data platform AI | Los Altos, California | 7.7 |
| 4 | Distyl AI | Agentic workflow automation | San Francisco, California | 7.6 |
| 5 | deepsense.ai | AI application development | Warsaw, Poland | 7.6 |
| 6 | Aimpoint Digital | Cloud and data platform AI | Atlanta, Georgia | 7.5 |
| 7 | AE Studio | AI application development | Not published by the firm | 7.2 |
| 8 | Tribe AI | AI application development | New York, New York | 7.1 |
| 9 | Netguru | AI application development | Poznań, Poland | 7.1 |
| 10 | Hang Ten Systems | Enterprise systems and modernization | Palo Alto, California | 7.0 |
| 11 | Logic20/20 | Enterprise systems and modernization | Seattle, Washington | 7.0 |
| 12 | Neurons Lab | Agentic workflow automation | London, United Kingdom | 7.0 |
Firms that design and build custom AI products, assistants and features, often for companies without an in-house AI team.
4 firms reviewedFirms that put AI agents to work inside business operations such as customer care, claims, banking workflows and back-office processes.
2 firms reviewedFirms that build AI into ERP, CRM and other core systems, or rebuild and modernize enterprise software with AI-assisted development.
3 firms reviewedFirms that deliver AI on a specific cloud or data platform, such as AWS, Databricks or Snowflake, including the data engineering underneath.
3 firms reviewed
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