Summary
Consulting essays on practical LLM evaluation loops, real jailbreak red-teaming, practitioner-grade explainability, building guardrails as product, and an incident review template for AI failures.
Essays by the Stratenity Advisory Team. Click a title to open the full essay.
Go deeper with Stratenity frameworks
Explore full POVs, execution levers, and interactive tools used by consulting teams.
Stop Debating—Start Measuring: Practical LLM Eval Loops
Cross-Industry
Golden sets, rubric scoring, and error taxonomies that travel across teams.
Red Team Notes: Jailbreaks We Actually See
Public Sector
Real prompts, real mitigations, minimal drama.
Explainability that Practitioners Can Live With
Healthcare
Transparent rationales and human override without blocking action.
Guardrails as Product, Not Afterthought
Technology & Software
Treat safety as a feature with owners, backlog, and telemetry.
Incident Review Template for AI Failures
Resources & Utilities
Blameless learning + concrete control changes.