Labs

Sentinel: the missing control layer for Claude Code

Intevity — Wed, 15 Jul 2026 12:00:00 GMT

Most enterprise engineering orgs running Claude Code at scale are running into some version of the same three problems.

Dark Code: the new dark data problem

Intevity — Tue, 14 Jul 2026 12:00:00 GMT

Twenty years ago, the volume of enterprise data outpaced any organization’s ability to know what it meant. Fields existed with no owner, no definition, and no lineage. Spreadsheets accumulated in shared drives, and data warehouses grew faster than the documentation around them. We called the resulting condition “dark data,” and we spent the next decade building the response: semantic layers, catalogs, lineage tools, data contracts, and governance frameworks. The cost of dark data is well understood now, and so is the fix.

Introducing Intevity Labs

Intevity — Mon, 13 Jul 2026 12:00:00 GMT

We've been building things. Tools to fix problems AI rollout at scale created. A development methodology that came out of the gap between what AI coding tools promise and what enterprises can actually deploy. Architecture patterns we keep rediscovering across client engagements. The kind of work that's too technical for an executive audience, too opinionated for a case study, and too useful to leave inside the building.