Build smarter AI with governed data
Activate every AI agent and use case with trusted, contextual, production-ready data at enterprise scale.
Why agent-ready data matters
of organizations don’t have or are unsure if they have the right data management practices for AI
Gartner, February 20251
of executives ranked lack of trust as a top challenge to realizing value from AI
PWC, July 20252
of senior business leaders said their organization’s AI adoption would be faster if they had stronger data infrastructure
EY, December 20243
Go from AI-ready to AI-activated
AI doesn’t fail because of the model. It fails because of bad data. That’s why so many AI initiatives stall before they deliver the intended value and why business stakeholders lose trust in AI-driven outcomes.
Truly activating AI requires a continuous pipeline of production-ready data that is:
- Accurate and observable. Quality issues are detected early and fixed fast.
- Contextualized. Every data point is enriched with business meaning and relationships.
- Governed by design. Policies, lineage, and access controls are embedded in workflows.
- Agent-ready. Data is delivered to AI assistants in a format they understand and can act on.
Key production-ready requirements
Actian: Your partner for production-ready data
1. Gartner, “Lack of AI-Ready Data Puts AI Projects at Risk,” February 2025.
2 PWC, “Midyear update: 2025 AI predictions,” July 2025.
3. EY, “EY research: Artificial intelligence investments set to remain strong in 2025, but senior leaders recognize emerging risks,” December 2024.






