Microsoft Fabric integration with AI agents
Microsoft Fabric is Microsoft's data platform that brings data engineering, data warehouse, lakehouse, data science and Power BI into a single environment. The agent connects through the Fabric REST APIs and the SQL endpoints of the warehouse or lakehouse, using an Entra ID service principal with access to the authorized workspaces.
What AI agents do with Microsoft Fabric
Question answered from the warehouse
A manager asks in Teams for last week's revenue by branch. The agent queries the Fabric warehouse and answers with the number and the query it used.
Pipeline that failed overnight
The agent follows the data pipelines and tells the team which step failed before the day's reports go out wrong.
Semantic model refresh
If the refresh of a Power BI model in Fabric fails, the agent notifies the owners and states how long the data remains valid.
Weekly read of the key indicators
Every Monday the agent queries the main indicators and sends leadership what changed and why.
Connect Microsoft Fabric once. The agents use it within your rules.
- Through the APIConnected through the app’s API: iTeam learns the endpoints from the documentation and the scope is confirmed in the diagnosis.
- Each agent gets the right accessYou decide what each agent can read or do in Microsoft Fabric, by area and by person.
- Human approval where it mattersSensitive actions wait until someone with the authority approves them.
- A trail and a cost for every actionWho asked, what the agent did in Microsoft Fabric and what it cost, all on record.
Ready-made AI teams for this work
Management reporting team
Revenue, margin, pipeline and cash in one report, built from your systems, with a short note on what changed and why.
Data analysis team
Ask which customers stopped buying or which region lost margin. The team writes the SQL, runs it and explains the result.
IT service desk team
Password resets, access requests and how-to questions handled in chat, with Jira updated and approvals in place.
Often used together with Microsoft Fabric
Questions about Microsoft Fabric and AI agents
Does iTeam integrate with Microsoft Fabric?
Yes, through the Fabric REST APIs and SQL endpoints, which iTeam's HTTP tool uses following Microsoft's documentation. Access is set up with IT in your company's tenant.
Does the agent access every workspace?
No. The service principal sees only the workspaces you release, and in iTeam you define who can ask what. Every query is kept in the audit trail.
Do I need Copilot in Fabric?
No. The iTeam agent queries the data directly and can also combine it with systems outside Microsoft.
