Framework
The Four-Layer Risk Baseline
Where to start securing AI.
How it works
- 1Infrastructure risk: where is your security maturity today?
- 2Application risk: including the AI your vendors bolted on.
- 3Data risk: quality, ownership, and protection.
- 4AI risk: agentic and non-agentic systems alike.
Hear it on the podcast
"The Agent Did It" Won't Hold Up in CourtListen to the episodeMore from this episode
The Trace-Back TestHow to check whether an AI decision can survive scrutiny.Onboard Agents Like HiresSantosh's governance model for AI agents.The Amplifier PrincipleWhy AI incidents hit harder than pre-AI ones.Security as the EnablerReframing security from cost center to advantage.The 100X Workflow EngineerWhat actually happens to great programmers under AI.One Room, One LensHow ProArch structures its own teams.Outrun the Disruption CurveWhy a services firm keeps reinvesting in itself.Tomorrow's ProblemSantosh's rule for staying sane at this pace.Conviction Without ExpectationThe entrepreneurial lesson from his family.
Get the next framework first
One email a week with the frameworks, tools, and founder stories from the podcast. Free.
More frameworks for Operations & Scaling
Work on the Business, Not in the BusinessThe corrective to a founder's default state of urgency.The Technology AuditHer answer to what actually evolves well.The Blast Radius TestHiggins's underwriting mental model. Price the agent by what it can reach.Remove Constraints, Don't Automate ThemAsk why a process exists before you speed it up.The Murky MiddleWhere causation breaks down and coverage fights start.The Coverage Gap MapWhy your current stack does not respond.