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AI agent architecture, data governance, and why deterministic data access matters.
Your Metrics Haven't Changed. Why Is Your AI Re-deriving Them?
AOV, ROAS, churn rate, LTV. These calculations haven't changed in decades. So why is every AI agent re-deriving them from scratch on every query?
Read moreHarness Engineering for Data Access
Context engineering optimizes what an AI sees. Harness engineering controls what it can do. For data access, the strongest harness removes SQL generation entirely.
Read moreWhy AI Agents Shouldn't Write SQL
AI agents are querying production databases across every company. But letting LLMs generate SQL is a reliability, security, and governance problem that context injection can't solve.
Read moreDeterministic vs. Probabilistic Data Access
Two fundamentally different approaches to giving AI agents access to your data warehouse. One generates SQL on the fly. The other removes SQL generation entirely.
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