How I configure AI so the system survives the next model release.
Three pillars under every Work-Smart engagement: a data-privacy and compliance posture your auditor signs off on, an AI Operating System pattern that compounds across model upgrades, and the Evolution Plan that walks with your team after launch so the system does more every month.
The methodology is three pillars: privacy and compliance configuration that is audit-ready for SEC, IFRS, and attorney-client privilege contexts; an AI Operating System pattern built on Skills and CLAUDE.md so the system survives every model release; and the Evolution Plan that adds new workflows, migrates the setup as models ship, and keeps your AI brain current every month.
Read each pillar
Data privacy and compliance
How I configure Claude for regulated firms: no model training, Enterprise plan controls, attorney-client privilege intact, audit-ready for SEC and central banks.
Read pillar →The AI Operating System
The Skills plus CLAUDE.md plus memory pattern that survives model upgrades. The asset compounds.
Read pillar →The Evolution Plan
What happens after the build. Every month I add new workflows, keep your AI brain current, migrate the system when new models ship, and meet to set the next priorities. The build is the start; the Evolution Plan is the product.
Read pillar →Need the compliance gate answered before the first call?
Send me your environment. I will draft the data-path document before we talk, no NDA required for the draft itself.