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Agents/customer-support-bot

Customer Support Bot

Handles customer inquiries via chat and email. ~2,000 conversations/day.

5d ago
activelimited risk

Insights

CRITICAL

Production agent not reporting

Customer Support Bot is a production agent that has not sent a heartbeat in 6 days. This could indicate a silent failure affecting end users.

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WARNING

High blast radius: 3 agents depend on this

Customer Support Bot is depended on by 3 other agents. An outage here would cascade to multiple systems. Consider redundancy and health monitoring.

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WARNING

Cache efficiency at 32.2% — below 60% threshold

Customer Support Bot has a 32.2% cache hit rate over the last 30 days (107,335 hits, 225,501 misses). Low cache efficiency means repeated prompt processing costs — optimizing prompt prefixes can reduce costs by 50–90%.

Details

Agent ID
customer-support-bot
Provider
openai
Model
gpt-4o
Owner
sarah.chen@acme.com
Department
Support
Environment
production
Registered
5/14/2026

Compliance Trends

4 assessments across 4 frameworks(4/21/2026 – 4/29/2026)

Overall Stable
EU AI Act New
Limited Risk1 assessmentLast: 4/29/2026
No score
GDPR AI Processing Assessment New
1 assessmentLast: 4/22/2026
74%
NIST AI Risk Management Framework New
1 assessmentLast: 4/26/2026
76%
SOC 2 + AI Controls New
1 assessmentLast: 4/21/2026
84%

Cascading Risk

high
2
Upstream
3
Downstream
3
Blast Radius

Bias Monitoring

95/100
excellent fairness
Trend (last 10)
96

Based on 276 decisions · 5/14/2026

Demographic Parity94/100
Equalized Odds96/100
Calibration95/100
No bias alerts. Continue monitoring with regular metric pushes.

Metrics (Last 30 Days)

Tags

customer-facingllmhigh-volume

Incidents

View all
p3Response latency degradation — avg 8.2s (SLA: 3s)
open5/12/2026
p2Hallucination in customer response — incorrect refund policy cited
resolved4/25/2026
p1Customer Support Bot serving stale policy data after CMS migration
resolved4/8/2026