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The Sherpa
blog.

Essays for business leaders at growing companies:
Enterprise AI analytics and the architecture that keeps agents useful.

Sunset office desk with a stack of dusty binders labeled 2005 to 2020, a folder titled Technical Debt, and a laptop showing analytics dashboards

ENTERPRISE ANALYTICS AI

AI Is About to Expose 20 Years of Analytics Technical Debt.

Companies have compensated for weak analytics with tribal knowledge. AI is much less forgiving - and that exposure is going to be uncomfortable.

9 min read · September 24, 2026john@sherpatechnology.ai
Mountain path from development to production, with a cairn of governance, data, definitions, verification, and boundaries

ENTERPRISE ANALYTICS AI

Enterprise AI Is New. The Rules for Running Production Systems Aren't.

The technology worked. The architecture failed. Why agents need an operating layer before they get permission to act.

10 min read · September 24, 2026john@sherpatechnology.ai