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PERSPECTIVE / DATA STRATEGY

A strong AI strategy starts with the data foundation.

An AI experience inherits the strengths and weaknesses of the information behind it.

ARCHITECTURE OVERVIEW

REFERENCE DESIGN
01Domain owners
02Data contracts
03Catalog + lineage
04Semantic metrics
05Reusable data products
CONTROL PLANEUse this as a discussion framework, not a prescribed implementation.

TRAVINTO EDITORIAL / 3 MIN READ

Start with a decision

Identify the decisions or workflows you want to improve. This gives your data work a purpose and a boundary.

Make trust explicit

Define ownership, quality expectations, access policies, and how freshness will be measured. A pipeline is useful only when its outputs can be understood and relied upon.

Connect the foundation to use

Design data products around the teams, applications, and agents that will consume them. Evaluate the complete path from source to decision.

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