AI Consumption Is an Operations Problem, Not Just a Prompting Problem
Prompting matters, but once AI touches real business work the larger challenge is operational: permissions, review, cost, logging, and repeatability.
Research & Analysis
Analytical reports, operational frameworks, and research notes from WBA's independent practice.
From Epistemic Debt to Epistemic Instrumentation: MCP as a Business Pattern
Organizations often keep sounding confident long after they stop knowing. MCP — implemented with safety tiers, structured errors, and audit-grade logging — can be a practical step toward epistemic instrumentation.