Notes on AI & cybersecurity
Practical field notes on where AI helps security, where it introduces new risk, and how to keep passing the security reviews that gate your biggest deals.
How to Pass Your First Vendor Security Review as a Startup
Learn how startups can pass vendor security reviews with a practical checklist covering policies, evidence gathering, and questionnaire preparation tips.
How to Automate Security Questionnaire Responses With Compliance Docs
Learn how to automate security questionnaire responses using your existing compliance documentation. Build a canonical answer library and retrieval pipeline.
How to Build a Security Policy Library for SOC 2 Readiness
Learn how to build a security policy library from scratch for SOC 2 readiness. Step-by-step guide covering templates, control mapping, and evidence collection.
How to Read a Pentest Report and Build a Remediation Roadmap
Learn how to read a pentest report, prioritize findings by business risk, and build a remediation roadmap that gets vulnerabilities fixed on schedule.
Turn security into a deal-closer.
Pentests, scans, and audit-ready policies — including AI governance — generated from your real environment.