A production-ready accelerator for enterprise AI agent platforms with multi-agent orchestration, cross-cloud execution, and end-to-end observability across Azure and AWS.

• Orchestrates specialized agents with fan-out/fan-in workflows using the Microsoft Agent Framework SDK and the OpenAI Responses API.
• Combines Azure OpenAI (gpt-4.1, o4-mini) with AWS Bedrock (Claude) and grounds answers with RAG over Azure AI Search.
• Secure by default — managed identity, OIDC federation, VNet isolation, and an APIM AI Gateway with zero hardcoded credentials.

A React application providing a chat interface and interactive Agent Flow visualization for the Unified AI Platform multi-agent orchestration layer.

• Chat interface renders assistant responses with tool-call chips showing which Azure, cross-cloud, and governance agents were invoked.
• Agent Flow page visualizes the supervisor fan-out/fan-in DAG with React Flow, including node inspection and run history.
• Built with React 19, TypeScript, and Vite, served in production via an nginx reverse proxy to the APIM AI Gateway.

The horizontal governance, observability, and incident-resolution layer that ties together agent and cross-cloud workloads with cost tracking and SIEM integration.

• Unified OpenTelemetry telemetry correlates Azure and AWS spans via W3C traceparent for enterprise-wide visibility.
• Tracks token consumption and cost by model and agent, with an append-only versioned policy registry and approver-role enforcement.
• AI-driven incident resolution with multi-agent voting and human-in-the-loop approvals, wired into Microsoft Sentinel analytics rules.