Agents

The registry is the only home view. Every path into delivery, governance, engineering, and finance starts with the agent.

7 Agents5 Services4 At Risk$2,360/mo
Fleet ROI
186%
↗ +12% vs last month
Avg Quality
62/100
↘ -3 vs last month
Agents in Prod
3/7
4 in pipeline
Monthly Spend
$2,360
↘ -8% vs last month

Fleet Quality vs Risk

Quality on the X axis. Risk on the Y axis. The danger zone is top-left.

00252550507575100100Quality →↑ RiskGA-001 - Quality 78, Risk 78GA-001UA-001 - Quality 75, Risk 70UA-001UA-002 - Quality 12, Risk 78UA-002GA-002 - Quality 75, Risk 75GA-002UA-003 - Quality 95, Risk 35UA-003GA-003 - Quality 55, Risk 45GA-003UA-004 - Quality 50, Risk 52UA-004

Pipeline Bottlenecks

Only stages with waiting work are shown.

Claims Team
3 agents · Avg Quality: 54 · Spend: $660/mo
2 agents blocked at GRC · 1 in Amendment
Engineering
3 agents · Avg Quality: 75 · Spend: $350/mo
1 in Production · 1 in Monitoring · 1 blocked GRC
Finance
1 agents · Avg Quality: 50 · Spend: $180/mo
Security findings active in Monitoring

Lifecycle Rail

Click a stage to filter the registry by where ownership sits right now.

Code Review AgentClaude Code via LangChain orchestration

Autonomous code review and PR generation agent. Reviews pull requests, suggests fixes, generates code patches, and posts detailed inline review comments with full diff context.

Owner: DevOps
3/4 on track
PRs/day: 47Accuracy: 94.2%
$180/moProduction
Claims Processor v1.0LangChain

Legacy claims workflow still handling document-heavy intake cases.

Owner: Compliance/Legal
3/4 on track
Cost/Run: $0.38Success: 75%
$160/moGRC
Claims Processor v2.0LangChain

The next-generation claims branch being hardened before broader rollout.

Owner: Engineering
0/4 on track
Failing: 4 metricsCost/Run: $0.67
$170/moAmendment
ChatGPTAPI

A shared internal engineering and product analysis agent.

Owner: DevOps
3/4 on track
ROI: 220%Cost/Run: $0.15
$150/moProduction
Carol's ChatGPTAPI

A team-scoped research copilot for internal product briefs and planning notes.

Owner: Operations
2/3 on track
ROI: 145%Cost/Brief: $0.42
$250/moMonitoring
LangChain BotLangChain

An engineering-owned automation bot touching high-sensitivity finance systems.

Owner: Compliance/Legal
2/3 on track
Cost/Run: $0.22Success: 67%
$120/moGRC
FinanceBotLangChain

A finance automation agent for reconciliation and report generation.

Owner: Operations
2/4 on track
Cost/Run: $1.20Success: 50%
$180/moMonitoring

Showing 7 of 7 agents