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Case study · Operations & Services

An AI analyst in Microsoft Teams that answers business questions on demand

We built AI chat agents that let managers ask questions about their business data in plain language and receive automated daily and weekly reports in Microsoft Teams.

Daily

and weekly reports generated automatically

The challenge

Managers relied on analysts for every new question about their data, and routine reports took hours to prepare each week. Decisions waited on reports, and analysts spent more time producing numbers than explaining them.

Our approach

We started with the questions managers asked most often and the reports they relied on. We made sure every answer could be traced back to the source data, and tested the agents against known results before rolling them out.

The solution

  • AI chat agents built on Azure AI Foundry and Python
  • Secure connections to the business’s operational data
  • A chat experience inside Microsoft Teams, where managers already work
  • Automated daily and weekly reports delivered to the right people

The outcome

Managers get answers in seconds instead of waiting days, routine reporting runs on its own, and analysts can focus on deeper analysis. Decisions are faster and based on up-to-date information.

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