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What is your Microsoft 365 data worth to AI labs? Teams, Outlook, SharePoint and OneDrive

Updated 6 min read

If your company runs on Microsoft 365, AI buyers can license a de-identified copy of your Teams chats, Outlook mail and SharePoint and OneDrive files, priced as one connected record. The largest public example is Spirit Airlines' archive of 100 million emails and 500 million Teams messages, which Google won with a $10 million auction bid, a sale the court has not yet approved (The Next Web, August 2026; TravelPulse, October 2026). For small and mid-size companies, buyers publish ranges that mostly start near $100,000.

On this page
  1. Why do AI labs want Teams, Outlook and SharePoint records?
  2. What is Microsoft 365 data worth?
  3. How do I check how much Microsoft 365 data I have?
  4. How do I export Microsoft 365 data safely?
  5. What should I leave out?
  6. How is Microsoft 365 data de-identified?
  7. What should I do next?
  8. Questions
  9. Sources

Why do AI labs want Teams, Outlook and SharePoint records?

AI companies are training agents to do office work inside tools like these. Microsoft 365 holds the three things they need side by side: the conversation (Teams and Outlook), the work product (Word, Excel and PowerPoint files in SharePoint and OneDrive) and the timing that links them. A Teams thread about a late order, the email to the customer and the revised spreadsheet together show how a team solved a problem.

Buyers name these tools directly. Scale AI lists Teams for chat and Word, Excel, Slides, SharePoint and Drive for files, and asks for file contents "plus their metadata, authorship, timestamps, and access permissions" (Scale AI, October 2026). G2i lists Outlook, SharePoint, OneDrive, Word, Excel and Teams, and says one app is enough to start but connected apps are worth more (G2i, October 2026). Others that list Microsoft 365 records include Polyshares, Troveo, Grepped and SellMyData. See Scale AI and G2i for their terms.

Data Licensors, the company that publishes this page, also licenses company records from Teams, Outlook, SharePoint and OneDrive. Our buyer page sits next to the others.

What is Microsoft 365 data worth?

Reference pointAmountKind of figureSource
Spirit Airlines archive: 100M emails across 80,000 accounts, 500M Teams messages, 17.1M OneDrive files, 20.6M SharePoint files$10,000,000 winning bid by GoogleAuction bid, not final: hearing set for November 6, 2026The Next Web, August 2026; TravelPulse, October 2026
Same archive, Mercor's next-highest bid$7,500,000Auction bid, backup bidderAxios, August 2026
Same archive, Mercor's offer if it could take the raw data and de-identify it itself$7,000,000Auction offer, not chosenThe Next Web, August 2026, citing Business Insider
Same archive, micro1's late offer$12,500,000Offer after the auction; the court is still weighing Google's bidFortune, September 2026
micro1 published tiers for operating companies$100K to $500K, $500K to $2M, $2M+Published rangemicro1, October 2026
Handshake AI published range$100K to $4M+Published rangeHandshake, October 2026
Broker table for 25 to 100 staff (workspace, email and support archives)$100K to $500KBroker claim, from "one advisory firm's published table"Your Data Value, October 2026

The airline is not a guide for a 40-person company: about 17,000 people lost their jobs when it stopped flying, and its employee records go back to 1986 (The Next Web, August 2026). It is useful for one lesson about de-identification. The sale agreement lets the buyer choose and pay the firm that removes personal details, and requires the cleaned data to stay linked across email, tickets and code (The Next Web, August 2026). Google told Business Insider (October 2026) that any personal information would be excluded or de-identified by an independent third party. Before you sign with any buyer, ask who de-identifies your records, who pays for it, and whether you see the result first. See all reported deals in our deal ledger.

How do I check how much Microsoft 365 data I have?

All of these are in the Microsoft 365 admin center under Reports, Usage, and each one exports to CSV.

What you want to knowReportField to read
Teams messagesTeams user activityChannel messages, Chat messages, Posts, Replies
Mailbox size and total mailExchange mailbox usageItem count, Storage used
Email sent and receivedExchange email activitySend actions, Receive actions
SharePoint filesSharePoint site usageFiles, Active files, per site
OneDrive filesOneDrive usageFiles, per account

Source: Microsoft Learn, checked October 2026.

The activity reports cover the last 7, 30, 90 or 180 days at most, so double the 180-day Teams count for a yearly rate and multiply by the years you have used Teams for a rough total. The file and item counts are totals as stored today. Note the year your tenant started and your peak headcount; buyers ask for both.

How do I export Microsoft 365 data safely?

Microsoft Purview eDiscovery is Microsoft's built-in way to search and export mailboxes, Teams conversations, SharePoint and OneDrive together. Points from Microsoft's documentation, checked October 2026:

  • Mailbox items export as PST files or single messages. SharePoint and OneDrive content exports as native Office and other files.
  • The user who runs the export needs a Microsoft 365 E3 or E5 license, and a SharePoint E3 license for SharePoint content.
  • You choose document versions: latest only, recent 10, recent 100, or all.
  • An option includes Teams messages posted 12 hours before and after each matching item, which keeps conversations whole.
  • Files restricted by data loss prevention rules, or in locked sites, are skipped.
  • Export packages expire 14 days after creation, and an export that runs over 7 days is canceled. Split by date range or by team.

If your plan does not include eDiscovery, smaller exports are still possible. Each user can export a mailbox to a .pst file in Outlook for Windows. Classic Outlook includes mail, calendar and contacts; the new Outlook (Settings, Files, Export) exports mail only (Microsoft Support). SharePoint document libraries can be synced or downloaded by a site owner.

Keep every export on encrypted company storage, send it only through the encrypted transfer a buyer gives you, and delete working copies when delivery is done. At Data Licensors your team runs the export with our step-by-step guidance, or grants a limited read-only connection you can revoke. We never ask for passwords.

What should I leave out?

You set the scope by team, site, mailbox and date. Common exclusions:

  • HR, payroll and finance leadership sites and mailboxes.
  • Personal OneDrive folders. People keep personal files there. Licensing shared team sites is cleaner.
  • Teams private chats, unless the people in them agree. Channel conversations hold most of the process value.
  • Shared channels and guest content from other organizations. Their messages are not yours to license.
  • Files under client NDAs or with sensitivity labels your contracts attach to client data.
  • Mail with your lawyers, to protect privilege.
  • Health information, payment card data and government ID numbers. We never accept them.

How is Microsoft 365 data de-identified?

Each part of Microsoft 365 hides identifiers in a different place:

  • Teams: display names, @mentions, team and channel names that include client names.
  • Outlook: headers, signatures, quoted replies and calendar invites with attendee lists.
  • SharePoint and OneDrive: file names, document text, comments, tracked changes and the author and "last modified by" fields in file metadata.

Names, emails, phone numbers, addresses, company and customer names, and account numbers become placeholders such as [Name] or [Customer]. Secrets such as passwords in spreadsheets are removed. Timestamps, version history and the links between a thread and a file stay. A person reviews samples from every batch, and you see a de-identified sample before you sign. More detail: how de-identification works.

What should I do next?

Pull the five reports above, decide which teams and sites are in scope, and list what stays out. Then get a quick estimate and ask more than one buyer to price the same scope in writing. If you also use Gmail or Slack, see our guides on email archives and Slack data. Before signing, check the terms in our data licensing agreement guide.

Questions owners ask

Plain answers

Can I license my company's Microsoft Teams chats to AI companies?

Yes, as a de-identified copy of records your company owns. Buyers such as Scale AI, G2i, Polyshares and Troveo list Teams with Outlook and SharePoint. You choose the teams, mailboxes, sites and years in scope.

What is Microsoft 365 data worth?

It is priced as a full record, not per message or file. The best-known example is Spirit Airlines' archive of 100 million emails, 500 million Teams messages and about 38 million OneDrive and SharePoint files, where Google won the bankruptcy auction with a $10 million bid (The Next Web, August 2026); the court has not yet approved the sale. Small and mid-size companies are usually compared with buyer ranges that start near $100,000.

How do I see how many Teams messages and files we have?

In the Microsoft 365 admin center, the Teams user activity report counts channel and chat messages, the SharePoint site usage and OneDrive usage reports count files, and the Exchange mailbox usage report gives an item count per mailbox.

How do I export Teams, Outlook and SharePoint content together?

Microsoft Purview eDiscovery searches and exports mailbox items as PST files and SharePoint and OneDrive documents as native files. Microsoft says the user running the export needs an E3 or E5 license, and export packages expire after 14 days.

Sources

Numbers in this guide are cited inline by publisher and date.

  1. Microsoft Teams user activity reportMicrosoft Learn · Publish date not shown · Accessed 29 Oct 2026
  2. Microsoft 365 reports in the admin center, SharePoint site usageMicrosoft Learn · Publish date not shown · Accessed 29 Oct 2026
  3. Microsoft 365 reports in the admin center, OneDrive usageMicrosoft Learn · Publish date not shown · Accessed 29 Oct 2026
  4. Microsoft 365 reports in the admin center, Exchange mailbox usageMicrosoft Learn · Publish date not shown · Accessed 29 Oct 2026
  5. Export search results in eDiscoveryMicrosoft Learn · Publish date not shown · Accessed 29 Oct 2026
  6. Export emails, contacts, and calendar items to Outlook using a .pst fileMicrosoft Support · Publish date not shown · Accessed 29 Oct 2026
  7. Google picked and paid for the firm anonymising the Spirit Airlines dataThe Next Web · Published 18 Aug 2026
  8. Google wins bankruptcy auction for Spirit Airlines emails, chats, documentsAxios · Published 17 Aug 2026
  9. Little-known AI startup Micro1 tries to trump Google's bid for bankrupt Spirit Airlines' dataFortune · Published 14 Sep 2026
  10. Spirit Airlines Google $10 Million Data Sale Delayed as Lawmakers Raise ConcernsTravelPulse · Published 10 Oct 2026
  11. AI labs are fueling a wild market for your emails and Slack DMsBusiness Insider · Published 13 Oct 2026
  12. Turn Business Data into RevenueG2i · Publish date not shown · Accessed 28 Oct 2026
  13. Data PartnershipsScale AI · Publish date not shown · Accessed 28 Oct 2026
  14. Monetize your company's operational datamicro1 · Publish date not shown · Accessed 28 Oct 2026
  15. Data Partnerships: Get Paid for Your DataHandshake · Publish date not shown · Accessed 28 Oct 2026
  16. Business Data Licensing AdvisoryYour Data Value · Published 18 Oct 2026

Buyers in this guide

Each profile has prices, payment terms and sources. Every player is in the buyer index.

Written by Data Licensors, which also licenses company records. Prices and terms are from the sources above, as of 29 Oct 2026. See every buyer in the buyer index.

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