Legal · Controlled AI Case study: a law firm that stopped leaking confidential files and burning tokens on document queries
How a 40-60 professional law firm eliminated copy-paste data leakage to external models, replaced a heavy MCP server with nextcloud-mcp-fast, and cut token consumption by 70-85 percent.
Pharma · ComplianceRevised Annex 11 and New Annex 22: What Changes for Your Electronic Batch Record Before 2026
Analysis of the draft EU GMP Annex 11 and the new Annex 22: creation-event audit trails, periodic review of validated state, and the hard limit on AI in critical GMP processes.
Pharmaceutical Adversarial Verification of GxP Controls: How to Prove an eBR Actually Holds
A compliance control tested only in normal use has not been tested. Three deliberate evasion attempts against critical eBR controls, and the one question to ask every vendor.
