Product Profile
Read product type, channel, customer segment, and risk context.
Context TriageFinance Demo
MAS Compliance Analyst Agent
A broader compliance-manager workspace: product compliance analysis, customer/product checks, task automation and a MAS knowledge base.
Structure Blueprint
Step-by-step Design
Rule Retrieval
Retrieve bounded MAS requirements and relevant internal policy snippets.
RAG PipelineTool Dispatch
Run product checks, customer suitability checks, and task automation.
Tool DispatchRisk Scoring
Turn rule and product context into blockers, warnings, and review needs.
Guardrail SandwichChecklist Output
Produce product-specific checklist, evidence, and next actions.
Skill PackageReview Gate
High-risk cases escalate and preserve evidence for audit.
Approval GateScreenshots
Pattern Mapping
| Pattern | Design role |
|---|---|
| Tool Dispatch | Bounded product and suitability checks become explicit tools. |
| RAG Pipeline | Rules are retrieved with source context before judgment. |
| Guardrail Sandwich | Checks surround generation so warnings affect action. |
| Approval Gate | High-risk outputs are routed to review. |
| Observability Harness | Evidence, rules, checks, and review status remain visible. |
Design Insights
Compliance is product-aware
A rule matters differently across product type, customer segment, and channel.
Risk warning should change behavior
A warning is useful only when it changes autonomy, review, or documentation.
Workbench beats chatbot
The shape is closer to a compliance router than a general conversation surface.
Run Path
cd showcases/finance/demo-MAS-analyst
streamlit run app.pyshowcases/finance/demo-MAS-analyst/README.mdimages/training/visual/mas-compliance-analyst-blueprint.png