Hands-on playbook · 50 min
AI Security Vendor Proof of Concept Playbook: Scoping, Corpora, Detect Mode, Confidence Intervals and a Scorecard
A vendor-neutral, hands-on guide to running an AI security proof of concept: map surfaces to OWASP, ATLAS and NIST, wire each vendor through its documented API, build benign and attack corpora, run in detect mode, measure with confidence intervals and failure behaviour, and decide with a scorecard.
- Scope the surfaces first: user input, documents, tool results, tool definitions, output
- How four vendors' documented APIs differ in what they inspect and return
- Two corpora: thousands of benign samples and an approved, tagged attack set
- Detect mode everywhere, and why 'not flagged' can mean nothing was enforced
- Detection and false-positive rates with Wilson intervals, tested in code
- Failure behaviour, latency and data handling as first-class criteria
- A scorecard, a 90-day path to enforcement and an interview drill
- 01Under the hood
- 02Hands-on lab
- 03Recipes
- 04Rollout runbook
- 05Troubleshooting
- 06Interview drill
- 07Sources
Every worked answer in all 17 topics, every lesson in every course, the full concept curriculum, hands-on tool playbooks, the complete practice-test bank, and the downloadable security field guides.
6 months · One payment · No auto-renewal
An independent playbook for interview preparation and learning. AISecurityInterviews is not affiliated with or endorsed by Several (see the table), and product names are trademarks of their owners. Use these procedures only on systems you own or are authorised to test, and check the vendor's documentation before changing production.