← Consulting
LLM Evaluation Audit
Independent review of your LLM eval suite and methodology.
Request scoping callThe problem we solve
You have evals but you're not sure they actually catch the failures that matter.
Symptoms we see
- Eval scores stay high while users complain
- Coverage gaps in edge cases and safety
- Over-reliance on a single metric
- No regression gating in CI
Risks if ignored
- False confidence
- Missed regressions
- Wasted compute
- Slow release cycles
Our process
- Review eval datasets and judge prompts
- Benchmark against representative production traffic
- Identify metric gaps and judge bias
- Recommend new datasets, judges, and CI gates
What you get
- Eval coverage matrix
- Judge calibration report
- New dataset and judge templates
- CI gating implementation plan
Ready to scope this engagement?
Tell us about your system, timelines, and constraints. We'll respond within one business day.
Request a scoping call