A team of AI colleagues, at home in Teams and email
We built a platform that lets a suite of specialist AI assistants work alongside staff directly inside Microsoft Teams and email, rather than as a separate tool to learn. Each assistant has its own focus — tracking project budgets, surfacing data from business systems, preparing branded documents, processing sales information — but all of them share one dependable way of holding a conversation, so behaviour stays consistent and trustworthy no matter which assistant someone is talking to.
Underneath, a shared communication layer manages how messages arrive and how responses are delivered, so each assistant can concentrate on its own expertise instead of reinventing the basics. This gave the organisation a foundation it can extend with new specialists over time, backed by careful monitoring and review so that every assistant's actions stay visible, accountable and easy to improve.
Technologies used
Python · Microsoft Teams (Bot Framework / M365 Agents SDK) · Microsoft Graph (Exchange & Teams) · Azure App Service · Databricks · OpenAI Agents SDK · MLflow · PostgreSQL · Terraform · Azure DevOps CI/CD