Containment rate picks the wrong AI agent: Druid AI's 7-pillar scorecard
AI Engineer · youtube · 2026-10-12
Druid AI co-founder and CPO Dan Bălăceanu explains why containment rate—the metric on every agent dashboard—can mislead: of two "AI interns," one handled 96% of conversations alone vs 80%, but the latter escalated customers about to refinance to senior bankers.
- The containment trap: more escalations can mean higher-value handoffs
- Seven-pillar scorecard: configuration, runtime, and governance—covering error tolerance, risk, compliance, observability, drift, hallucination, tone, agent mandate, business case and budget
- Scoring: 26 components rated 0/1/2 (missing / defined / actually governed over time), weighted by business impact, with governance and mandate weighted highest
- Warning: a dashboard that stays green all year while the agent's real score slides from 83% to 60%
- Also covers answering the ROI question and industry-specific containment targets from Druid's 2026 AI Adoption Benchmark
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