Summary
- Explores what organizations need to deploy trusted agentic AI.
- Highlights BARC and Actian research on autonomous AI adoption.
- Connects data product maturity with agentic AI readiness.
- Shows how data contracts support trusted autonomous AI.
Chapters
Autonomous AI, agents that plan, reason, and act without constant human intervention, is the most significant shift in enterprise technology in a generation. Every major technology vendor is selling it. Every executive is asking about it.
But very few organizations are actually running it in production. The 2026 BARC Actian research reveals a striking pattern. 77% of organizations with company-wide data products have at least one autonomous AI system running in production.
And on the other side, 77% of organizations without mature data products have zero agentic AI deployed. The same number, a perfect mirror. This connection makes sense when you understand what agents actually do.
An AI agent makes decisions, it takes actions, it calls other systems, it operates with minimal human oversight. Every one of those decisions is only as good as the data behind it.
Without data contracts, formal agreements about what data means, what quality it meets, and who owns it, agents cannot be trusted to act autonomously. The full BARC and Actian research includes a detailed analysis of the relationship between data product maturity and agentic AI deployment, including what the leading organizations built first. Download the full report at actian.com/research.
