Session

Data Products that Scale Contracts, Semantics, and Operating Cadence

This full‑day workshop is a practical path to that outcome. In the morning, session maps bounded contexts to data products, write explicit product contracts/SLAs, and define upstream/downstream agreements. Midday, session uses decision trees to balance latency and cost (materialize vs virtualize) and tune Delta and Direct Lake patterns without centralizing ownership. In the afternoon, session designs federated governance by code with lineage and access by purpose. Throughout the session, interaction is hands‑on in pairs and teams. You leave with contract templates, KPI trees, a semantic alignment playbook and a 90‑day adoption plan.

Shaurya Agrawal

Startup CTO & Board Advisor

Austin, Texas, United States

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