The trusted interface between your enterprise data and AI.
AI data products are governed, business-owned units of data with a contract — freshness, quality, semantics, and access policy — that copilots, agents, and analytics platforms can safely bind to. Latttice is the workbench where they get built, shipped, and trusted.
Governed, versioned units of data with a named business owner and an explicit contract — not raw tables, not one-off extracts.
AI systems need something reliable to reason over. Data products give them a stable, policy-bound interface instead of drifting pipelines.
A zero-code workbench where business teams shape trusted data products in minutes — active governance from the moment data is created.
What is an AI data product?
An AI data product is a governed, business-owned unit of data — with an explicit contract for freshness, quality, semantics, and access — that AI systems bind to instead of raw tables. It's the difference between an agent reasoning over trusted "customer risk" and an agent stitching together three brittle extracts and hoping.
It carries four things a dataset alone does not: a named business owner, an active governance policy, a lifecycle with versioning and deprecation, and lineage a regulator or auditor can actually read.
Why AI needs data products
Every serious AI program hits the same wall: the data isn't ready. Gartner estimates 60% of AI projects will be abandoned through 2026 for exactly this reason. McKinsey's 2024 State of AI found high performers are more than twice as likely to have adopted data-product operating models.
- AI systems bind to a stable product, not a snapshot — so they don't silently drift when the business changes.
- Policy is enforced at the interface, so an agent can't surface data its calling user shouldn't see.
- Ownership sits with the business domain that generates the data — the people who know what it means.
- Every product carries provenance and trust scoring — no black-box AI on unexplained inputs.
Latttice is the workbench for AI data products.
Business teams shape data products in a zero-code workspace. Governance is active from the first click — contracts, ownership, access policy, and lineage bound to the product itself. Each finished product becomes a secure data plugin for AI, ready for copilots, agents, RAG pipelines, and analytics.
No migration. No rip-and-replace. Latttice connects to Snowflake, Databricks, Collibra, SAP and the rest of the stack you already run.
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