Intelligence Layer

Data leadership in the agentic era. How data teams, roles, and operating models change when agents take routine work
By Kyle Langham
kylelangham.com | [email protected]

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POSTS

What Is Evaluation Infrastructure?

The trust backbone most data teams don't have, and why agent reliability is impossible without it.

Jul 7, 2026

Governance for Agent Consumers

The governance frameworks built for humans have new failure modes in an agentic world.

Jun 29, 2026

How to Evaluate a Vendor Claiming to Be Your Intelligence Layer

A practical framework evaluating an intelligence layer vendor, and the five questions vendors hope you don't ask.

Jun 23, 2026

What Revenue-First Agentic AI Looks Like in Practice

Concrete patterns for the companies using agentic AI to create value rather than save it.

Jun 15, 2026

Stop Cutting Costs With Agentic AI

Cost-cutting AI is a defensive crouch. The companies winning over the next decade will be the ones using agentic AI to create revenue, not save expenses.

Jun 9, 2026