User

Authentication & Monitoring
AD authentication | Logs | Perfomance metrics

External Components
Intake ticket details | Documents | Images

Guardrails

Memory Layer
Session Information | User Feedback

Supervisor Agent
Reflection

Research Agent

Estimator Agent

Tools
Document Generator | Email Generator
Jira Read/Write | Sharepoint Read/Write

Storage Layer
System Context | Historic Feedback | API keys | Metadata

Azure AD

Databricks

Azure Monitor

React

Jira

Redis

Sharepoint

Langchain

Azure AI Foundry

Docker