Auxee: Agentic Market Intelligence Analyst in Microsoft Teams

This project involved building Auxee, an agentic market intelligence analyst that lives inside Microsoft Teams and proactively briefs R&D and regulatory teams, built for PreScouter.

The product tracks policy changes, competitor patent filings and emerging materials, then flags what affects each customer's operations, so teams get relevant updates without having to ask or search for them.

I built the agent and backend layer. The agents were developed with LangGraph using tool-calling and context engineering, so each agent uses the right tools and the right context for every question or alert.

The backend follows an event-driven microservices architecture using CQRS, separating read and write workloads to keep the system scalable and maintainable as data sources grow.

A Microsoft Teams chat integration delivers proactive briefs directly where teams already work.

Answers can be verified by PreScouter's human experts before they reach the client, combining the speed of AI with expert review.

The final result is a live product with a free tier available at auxee.com.