AI Data Readiness

Build smarter AI with governed data

Activate every AI agent and use case with trusted, contextual, production-ready data at enterprise scale.

Visual stat of 60% of AI projects unsupported by AI-ready data will be abandoned through 2026.

Why agent-ready data matters

63 %

of organizations don’t have or are unsure if they have the right data management practices for AI

Gartner, February 20251

28 %

of executives ranked lack of trust as a top challenge to realizing value from AI

PWC, July 20252

83 %

of senior business leaders said their organization’s AI adoption would be faster if they had stronger data infrastructure

EY, December 20243

Successful AI requires quality data

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.
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Key production-ready requirements

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Actian: Your partner for production-ready data

Make AI work for you safely and at scale

Move beyond AI pilots and proofs-of-concept. With Actian, you can activate AI on a foundation of governed, contextual, production-ready data that your business can trust. Actian Data Intelligence Platform enables you to:

Govern models with smart lineage

Leverage graph-based data lineage to ensure every AI decision can be traced, audited, and trusted.

Give AI the context it needs

Enrich every dataset with a business glossary and knowledge graph so AI learns the right context.

Trust every dataset that fuels AI

Keep data accurate, complete, and compliant, before it reaches your model, with continuous observability.

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Production‑ready data in action

See how our customers use the Actian Data Intelligence Platform to discover, trust, and activate data at scale.

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What we value about the platform is its agility and the way its teams involve customers in managing the product roadmap, along with a very active user community for sharing best practices. On the technology side, it’s above all their compatibility with all clouds, especially AWS in our case, as well as the flexibility of their metamodel with the ability to create our properties that best suit our context.

 Naïma Badidi

Head of Data Governance and Data Visualization Tools, SNCF Connect

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.