If your team waits for incident pages to decide what to do, you are already late.
A real 9AM standup is not status theater. It is a daily risk decision made from five numbers and one forced action.
Operator Insight
The core argument: five leading indicators can predict most same-day agent failures early enough to prevent them.
Run a single composite metric so the room makes one decision, not five debates.
Operator Risk Index (ORI)
ORI = 0.30F + 0.25L + 0.20O + 0.15Q + 0.10C
F: failure pressure score (tool-call success drift)L: latency pressure score (p95 drift vs budget)O: override pressure score (human interventions per 100 runs)Q: qualified conversion drift (7-day baseline)C: customer signal drift (complaints, escalations, churn indicators)
Normalize each component to 0-100.
Default Decision Bands
| ORI band | Decision | Immediate constraint |
|---|---|---|
< 45 | Keep planned work | No extra constraints |
45-64 | Caution mode | Ship only one risky change today |
>= 65 | Risk mode | Freeze net-new experiments until top driver improves |
The 5 Numbers You Read at 9AM
| KPI | Default threshold | Action | Owner |
|---|---|---|---|
| Tool-call success rate (24h) | < 97% | Route failing path to fallback and inspect top failure class | Dev lead |
| Workflow p95 latency | > 8s for 60 min | Reduce concurrency and queue low-priority jobs | Platform operator |
| Human overrides | > 12/day/workflow | Audit prompt/policy drift and patch one rule | Workflow owner |
| Qualified conversion delta | < -15% vs 7-day baseline | Narrow CTA and landing path to primary ICP | Growth owner |
| Negative customer signal rate | > 5% day-over-day | Pause automation on affected lane and add manual review | Operator manager |
Concrete example: if a workflow drops from 98.4% to 96.9% success and overrides jump from 6 to 15, ORI usually crosses the caution band before customer-visible incidents spike.
10-Minute Standup Playbook
Minute-by-Minute Script
00:00-02:00: Read ORI and list threshold breaches.02:00-06:00: Review only the top two risk drivers.06:00-08:00: Assign one owner and one action per driver.08:00-10:00: Lock one explicit constraint for the day.
Non-Negotiable Rules
- No more than five KPIs.
- One owner per breached KPI.
- Every action needs a next-day verification metric.
- If ORI is in risk mode, do not add scope.
Tradeoffs and Limits
- ORI can hide a single catastrophic metric if weights are wrong. Keep single-metric kill switches.
- Early thresholds are heuristics. Recalibrate weekly using your own incident history.
- Teams often overfit to reliability and ignore demand quality. Keep one growth-quality signal in the five.
- This system works only if data freshness is near real-time for reliability metrics.
Source Citations
- Google SRE Workbook: Monitoring Distributed Systems
- Google SRE Workbook: Alerting on SLOs
- OpenTelemetry Specification
- Google Analytics 4 Event Measurement
CTA
Use the exact standup sheet: Get the Agent Ops KPI Scorecard