Design benchmark suites that capture tool-use reliability, multilingual stability, and planning depth for frontier agent systems.
| Report | Purpose | Recommended Cadence |
|---|---|---|
| Radar charts | Show relative strengths across benchmark dimensions | Monthly, shared with stakeholders |
| Trend lines | Track improvements or regressions per scenario and release | Weekly during active development |
| Root cause dossiers | Summaries of failing cases with reproduction steps and patch status | Within 48 hours of detecting regression |
| Release readiness gates | Checklist combining benchmark scores, manual QA, and risk approvals | Before each deployment |
Helping business stakeholders interpret benchmarks accelerates sign-off. Pair data with plain-language explanations—what improved, what regressed, and which product areas are impacted.