Before you begin: scope and permissions
- Have a tenant administrator approve the appropriate Microsoft Graph application permissions.
- Verify active Teams licensing for the users in scope, retention policies and access to linked SharePoint or OneDrive files.
- Approve the intended scope and use with the business owner; export access alone does not establish licensing rights.
- Use an approved encrypted working environment with restricted access and a retention deadline.
Define what Teams content means
Teams combines user chats, meeting chats, channel posts and external file references. A meeting recording is a different asset from its chat. Organizations may need an archive for migration, operational analysis or continuity; AI preparation additionally needs a defensible scope and usable context. A sequence explaining an incident can support a workflow study only if the original question, replies and outcome remain connected.
Select the export route and permissions
Microsoft documents Teams Export APIs for tenant message collection. Application permissions include Chat.Read.All for chats and ChannelMessage.Read.All for channels and require administrator approval. Users in scope need active Teams licenses. Follow the current documentation rather than assuming older metering or license rules still apply.
For a compliance UI export, involve your organization’s Purview administrator and follow its approved case workflow. There is no universal end-user Teams desktop procedure in this guide: case permissions, available interfaces and the intended use must be checked in your tenant. A compliance export is not permission to repurpose communications commercially.
Collect bulk message records with Graph
The documented read routes include:
GET https://graph.microsoft.com/v1.0/users/{id}/chats/getAllMessages
GET https://graph.microsoft.com/v1.0/teams/{id}/channels/getAllMessages
Authenticate an approved application, follow every @odata.nextLink, and checkpoint completed pages. User exports can overlap because participants receive the same messages. Keep chat or channel identity with message IDs, replyToId, creation and modification times, body format and attachment references. Edited history depends on retention configuration; missing history must not be invented.
Model conversations and linked files
Store JSON responses as source evidence and transform them into separate message, conversation and asset inventories. Keep HTML and extracted text distinct so that links, code blocks and quoted context can be reviewed. A display name is not a durable identity key. Assign internal speaker aliases while keeping any identity mapping under separate access controls.
For a synthetic channel incident, connect post p-10 to replies r-11 and r-12, then link the approved runbook as an asset with a recorded checksum. If the runbook cannot be included, mark the dependency missing. The message saying “use that configuration” is not a self-contained instruction without it. See the SharePoint guide for a separate document inventory.
Reconcile and prepare the result
Pick a bounded pilot containing both a channel thread and a group chat. Compare source-visible counts with the collector’s unique IDs, not its raw response count. Define a cutoff for updates and re-run an overlap window to catch changes; log replacements rather than appending a second current version. Normalize timestamps while preserving original values.
Classify automated messages separately. Remove meeting invitations, attendee contact details and confidential account references only after understanding whether the remaining text is useful. A coherent workflow with missing files should carry an incompleteness flag rather than a fabricated resolution label.
Resolve common problems before assessment
Why do totals exceed the apparent message count? Exports for multiple users can contain the same conversation messages. Check composite source keys before counting unique examples.
Does a recording link include the recording? No: inventory actual retrieved media separately and review speaker and recording rights independently.
Can external participant messages be licensed? Tenant access cannot answer that. Review confidentiality and third-party contributions before including them. A high-level assessment should describe retained dates, topic coverage, missing assets and approvals. Potential use cases include conversation summarization or incident workflow evaluation, subject to task-specific quality testing and a separate licensing decision.
Release checklist
- Deduplicate overlapping user exports by conversation and message ID.
- Keep channel replies, chat messages and file content in distinct related tables.
- Reconcile source counts and date coverage; record excluded or unavailable records.
- Validate identifiers, relationships, timestamps and field types after transformation.
- Document provenance, privacy review, third-party restrictions and the authorized release approver.
- Scan the release files for personal information, secrets and confidential material; test a reviewed sample before transfer.
Have a proprietary dataset?
Find out whether it may be suitable for AI licensing. Start with a high-level description of the source, date range, volume, rights status, and preparation work still needed.
Assess dataset readinessUse the existing buyer application when ready. Share only authorized information. Do not submit raw confidential records, credentials, or personal data in the initial assessment.
Sources & verification
Official documentation reviewed 2026-10-15. Procedures and access rules can change. These are documentation-based instructions, not a live export from your account. Verify your product version, permissions and retention settings before running a job.