Case Study
AI Agent Business Automation + Dashboard
Orchestrated workflows with audit logs and a dashboard that surfaces state and failures.
Overview
Problem
Business workflows fail silently: missed leads, inconsistent handoffs, and no visibility into why.
Solution
A workflow runner with tool routing and an observable state model, plus a dashboard for monitoring and intervention.
Results
- Retry-safe automation
- Auditable event trail
- Dashboard for operational control
Implementation Notes
- Idempotency keys at entry points where retries are expected.
- Structured logs with correlation IDs for end-to-end tracing.
- Dead-letter handling for workflows that need human review.
Architecture
Orchestration + Control Surface
Diagram placeholder (16:9)
Key components
- Workflow runner
- Tool registry
- State store
- Dashboard UI
- Audit log
Stack
n8nTypeScriptPythonAPIsDashboardObservability