Practical writing on getting data and AI into production, from the senior practitioners doing the work. No hype, no boilerplate.

Jul 2026
Most portcos deploy AI agents before they have governance in place. Here is why the routing and lineage layers…

Data & AI Strategy
Health systems are racing to automate prior authorization. PE-backed platforms should slow down. The share of…

Data & AI Strategy
Once a company runs real agentic workflows, inference becomes the dominant cost line, not model licensing. The…

Jul 2026
You're in a board meeting. The portco CEO just walked through the AI roadmap: a forecasting tool, a customer s…

Jul 2026
Federal and defense-adjacent engineering teams face a data problem that doesn't get enough discussion: complia…

Data Architecture
Government financial data follows fund accounting rules, GASB standards, and compliance overlays that modern a…
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