Scope
PM / Head of AI
Matt D. on Feb 10
Build
Engineering
Simon R. on Feb 24
GRC
Compliance/Legal
Blocked until findings are resolved
4Production
DevOps
5Monitoring
Operations
Agents / LangChain Bot

LangChain Bot

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

ID: GA-003Framework: LangChainStage: GRCOwner: Compliance/LegalBlocked
Builder Details
README.md

LangChain Bot coordinates finance-adjacent automation jobs for the engineering org, handling internal reporting and data movement where authentication and traceability need to be exceptionally strong.

2/3 metrics on track
Task completion
78%
target: >85%
Latency
2.4s
target: <3s
Cost/task
$0.22
target: <$0.30
View detailed quality analysis ->

ROI Scorecard

Realized ROI
85%
vs. manual process
View details ->
Goal Completion
67%
metrics on track
View details ->
Avg Cost / Successful Run
$0.22
per completed task
View details ->

Sub-Agent Topology Map

The execution graph for this agent, with the weakest component highlighted first.

LangChain Bot
Orchestrator
Success: 67%
Avg Latency: 2.4s
Avg Cost: $0.22
Task Router
sub-agent
Success: 95%
Avg Latency: 50ms
Avg Cost: $0.02
Code Analyzer
sub-agent
Success: 78%
Avg Latency: 1.2s
Avg Cost: $0.08
Finance-MCP
tool, auth failures