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Legal and privacy · Your staff

Employees and Selling Company Data for AI Training

If you sell a copy of your Slack, Teams or email history, most of it was written by your staff. This guide covers notice, consent, works councils, what to leave out and how to tell people before a buyer asks you to confirm that you did.

Last checked: October 7, 2026. For companies, not for individuals selling their own data.

Slack, Teams, emailamong the sources buyers list on their pages
Agreed copywhat Mode says it buys; originals stay with you
Scrubbedmicro1 says sensitive and confidential info is removed
60 to 90 daystypical close that practitioners cite
Why this matters

The valuable part of your data is what your people wrote

Buyers of company data are not after your logo or your customer list. micro1's page says it wants SOPs, knowledge bases, project histories, QA processes and "decision-making patterns." The sources the buyer programs list include Gmail, Outlook, Slack, Microsoft Teams, Zoom recordings and transcripts, Jira, Asana and Zendesk. Decisions in a 40-person company are made in those places, in messages typed by employees.

So the part of your archive that makes it worth something is also the part that holds your staff's names, opinions, jokes, complaints, sick days and side conversations. A buyer can remove names. It cannot make the archive stop being a record of what specific people said at work. That is why the employee question deserves its own plan, separate from the customer question covered in our guide to client confidentiality and data sales.

Definition: employee data in a data sale

Any message, email, recording, transcript, ticket comment, document or record that an employee or former employee wrote, appears in, or can be identified from. That includes metadata such as who sent what to whom and when.

As published on October 7, 2026

What the buyers say about privacy

These are the programs' own statements. They describe the buyer's process. They do not replace your own duties to your staff.

micro1 (Enterprise Data Partnership page)

  • Scope is agreed in writing.
  • Sensitive and confidential information is scrubbed.
  • Originals are deleted after processing.
  • No customer information is exposed.
  • The company keeps ownership of its underlying data.
Source: micro1.ai/data-partnerships, checked October 7, 2026.

Mode (company data page)

  • It buys "an agreed copy."
  • The originals stay with the company.
  • It de-identifies before onward delivery.
Source: data.mode.inc, checked October 7, 2026.

Two points follow. First, scope is yours to set: both statements describe an agreed scope or an agreed copy, so you decide whether direct messages, HR channels or recordings are in it. Second, de-identification happens after you hand over the copy. Your own notice to staff, and any promises you make in the contract about consent, come before that. Our guide to de-identification before selling data covers what to verify on the buyer's side.

Notice, consent, representation

The legal questions, named but not answered

Which rules apply depends on where your staff work and what your policies already say. Bring this table to your lawyer.

TopicWhy it comes upQuestion for your lawyer
Existing policiesHandbooks, acceptable-use policies and employee privacy notices often say work systems belong to the company. Few mention licensing content to a third party for AI training.Do our current policies cover sharing a copy of work communications with an outside buyer, or do we need a new notice first?
Notice vs consentSome laws focus on telling people, others on a lawful basis. In an employment relationship, consent may not be treated as freely given.Would you rely on notice, consent or another basis here, and why?
EU and UK staff (GDPR, UK GDPR)Purpose limitation, transparency and the right to object apply to employee data too.Is AI training compatible with the purposes we collected this data for? See our GDPR guide.
California staff (CCPA/CPRA)California's privacy law has notice and rights provisions that can reach employee data.Does CCPA/CPRA apply to us and to this use, and what notice or opt-out must we give?
Recordings and transcriptsZoom recordings and transcripts are listed sources. Some places require all parties to agree to a recording.Were our recordings made lawfully, and does selling a copy need anything beyond what we had when we recorded?
Works councils and unionsMany EU employers have works councils; some US employers have collective bargaining agreements.Must we inform, consult or agree with employee representatives before sharing? Does our union contract say anything about employee data?
Former employeesArchives hold years of messages from people who left.Did our policies at the time cover this use? Should we exclude their messages?
Scope before price

What to leave out of the copy

The cheapest privacy protection is data you never export. Draft an exclusions list before you share a manifest with any buyer.

Usually excluded

  • HR channels and folders: performance reviews, warnings, grievances, investigations.
  • Health, leave and benefits: sick notes, accommodation requests, family matters.
  • Payroll and compensation: even if a buyer lists payroll systems as a source, ask whether you want named salaries in the copy.
  • Recruiting threads: candidates never agreed to anything with you about this.
  • Threads with your lawyers: privilege can be lost by sharing.
  • Board, ownership and executive pay discussions.

Decide case by case

  • Direct messages: the most personal content. Many sellers limit scope to public channels.
  • Social channels such as off-topic or celebrations: little work value, plenty of personal detail.
  • Messages of people who opted out during your notice window.
  • Former employees' private threads.
  • Meeting recordings: transcripts may be enough and are easier to review.
  • Anything under a legal hold or retention rule.

Chat archives get their own treatment in our guide to Slack and Teams messages, including the difference between channels and direct messages.

The reputational question

Should staff get something?

No buyer page we checked addresses this. It is your decision, and it is easier to make before the money arrives.

Notice only

You tell staff what is being shared, what is excluded and how it is protected. Simplest, and it may be all your lawyer says is needed. It can still feel abrupt to people who learn their messages had a price.

Notice plus opt-out

Staff can ask to have their direct messages or all their content removed within a set window. It costs some data and some admin work. It shows you took the question seriously.

Notice plus a share

Part of the proceeds goes to a staff bonus pool or a team benefit. Some owners see it as fair, since staff wrote the material. Decide the rule before you know the final price.

Public attention is real. Forbes (April 16, 2026, "AI's New Training Data: Your Old Work Slacks And Emails"), Fast Company and Gizmodo covered shut-down startups selling Slack and email archives. In the reported Spirit Airlines matter, micro1 said it held a session with former Spirit employees. Employees are part of the story whether or not the law requires you to ask them.

How to communicate it

A sequence that avoids surprises

Deals take weeks to months. Use that time so staff hear it from you, in writing, before any export.

1

Set scope inside leadership

List sources, date ranges and exclusions. Without a scope you cannot write an honest notice.

2

Lawyer review

Take the table above to counsel. Ask what notice, basis and representative consultation your situation needs.

3

Check what the NDA lets you say

A buyer NDA may limit what you can disclose. Make sure it allows the notice you need to give your own staff.

4

Works council or union, if you have one

Follow whatever process your lawyer identifies before the agreement is signed, not after.

5

Written notice to staff

Say what is shared, what is excluded, how it is de-identified, who receives it, for what use, and who answers questions.

6

Opt-out window and export

If you offer an opt-out, apply it before export. Keep a record of what was removed.

7

Close the loop

After acceptance, confirm deletion of whatever the contract says is deleted and tell staff it is done.

What a good staff notice covers

  • Which systems and date ranges are in scope, in plain words.
  • What is excluded: HR, health, payroll, DMs or whatever you decided.
  • That the buyer receives a copy and how names and personal details are handled.
  • The use: AI training, evaluation, or both, as the contract states.
  • Any opt-out, its deadline, and how to use it.
  • Whether staff share in the proceeds, and how.

One plan, five audiences

A single all-staff email rarely works. Different groups need different information at different times.

Managers first

Brief team leads a day or two before the staff notice. They will get the questions. Give them the scope, the exclusions, the opt-out process and one named person who answers anything they cannot.

All current staff

The written notice itself. Plain words, no legal jargon, sent before any export. Say what is shared and what is not, and give a real deadline for opt-outs if you offer them.

HR and sensitive roles

People who handle grievances, payroll or health matters need to know exactly which of their channels and folders are excluded, and how that exclusion is checked.

Former employees

You may not be able to reach them. Ask your lawyer whether you should try. Many sellers simply exclude former staff's direct messages and personal threads.

New hires

If you expect further deals, update the handbook and privacy notice so people who join later know from day one how work records may be used.

Works council or union

Where one exists, it usually needs to hear before the rest of the staff. Your lawyer will tell you whether it must be informed, consulted or asked to agree.

Questions staff will ask, and how to answer honestly

  • "Are my private messages included?" Answer with the actual scope. If direct messages are excluded, say so plainly. If they are in, say why and what protects them.
  • "Will my name be in the dataset?" Describe the de-identification step the buyer has agreed to, and say that you asked to check samples, if you did.
  • "Can I say no?" If there is an opt-out, explain it. If there is not, explain why, and who to talk to.
  • "What will it be used for?" Repeat the use the contract allows, such as training or evaluation. Do not guess about what the buyer's customers will build.
  • "Do we get anything?" Give the decision you made before announcing, whatever it is.
Illustrative, not an offer

A fictional walkthrough: a 60-person freight brokerage

Every detail below is invented to show the sequence. It is not a real company, a real buyer or a real deal.

The owner of a fictional 60-person freight brokerage has seven years of Slack history, Outlook mailboxes and a ticketing system. A buyer program has asked for a manifest. Before sending one, the owner and the operations lead draft a scope: public Slack channels about loads, carriers and exceptions; the shared operations mailbox; and ticket histories. They exclude the HR channel, all direct messages, the leadership channel, payroll exports and anything with a legal hold.

Their lawyer reads the handbook and finds that it says work systems belong to the company and may be monitored, but says nothing about licensing a copy to a third party. The lawyer recommends a new written notice and a 14-day window in which anyone can ask to have their messages removed. Because two staff members work in California, the lawyer also checks the CCPA/CPRA notice question. The company has no works council and no union contract.

The draft agreement asks the company to warrant that all employees consented. After the lawyer's review, the owner asks the buyer to change it to a statement that employees were notified under a described process, which is what actually happened. Managers are briefed on a Monday, the notice goes out on Wednesday, and four people opt out. Their messages are filtered before export, and the filter is logged. The owner also sets aside a fixed share of whatever the final license fee turns out to be for a staff bonus, and says so in the notice.

Nothing in this example guarantees an offer, a price or a timeline. It shows the order: scope, lawyer, contract wording, staff, export.

Common mistakes

Announcing after signing

Staff who learn about a deal after the export has happened rarely accept the explanation. Notice belongs before export, and ideally before signature.

Assuming the handbook covers it

"The company owns its systems" is not the same as "the company may license our messages to an AI buyer." Ask your lawyer to read the actual wording.

Including direct messages by default

Exporting everything and hoping de-identification catches the personal content puts the hardest material in the copy for little extra value.

Promising what the contract cannot deliver

Do not tell staff they can withdraw at any time if the agreement makes the delivered copy final. Match the notice to the contract.

Questions to ask before you sign

Contract terms that touch your employees

These are generic questions every seller should check. They are not claims about any named buyer.

Representations about consent

Does the agreement ask you to state that employees consented or were notified? Can you truthfully say that today? Read our guide to indemnities and warranties.

Who pays if de-identification misses something

If an employee's personal detail survives into a dataset, who carries the cost? Is liability capped, and does it expire?

Audit rights over de-identification

Can you see a sample of the de-identified output, or get a report on the method, before acceptance?

Scope of use

Training only, or evaluation too? Which downstream buyers? Your staff notice must match what the contract allows.

Deletion

When are originals and the buyer's working copy deleted, and will you get written confirmation to pass on to staff?

Late opt-outs

If an employee objects after delivery, can anything be removed? Ask now, so your notice does not promise what the contract cannot deliver.

FAQ

Employees and data sales: common questions

Do we need employee consent to sell Slack or email data for AI training?

It depends on where your staff work, what your handbook and privacy notices already say, and what the data contains. Some laws focus on notice, some on a lawful basis, and in some places consent from an employee may not be treated as freely given. Ask your lawyer which basis they would rely on before you sign anything that says you have consent.

Are employee direct messages included in a sale?

Only if you agree to include them. micro1 says on its page that scope is agreed in writing, and Mode says it buys an agreed copy. Many sellers draw the line at public channels and exclude direct messages entirely, because private conversations carry the most personal content.

Do we have to talk to our works council first?

If you have a works council or other employee representatives, ask your lawyer whether sharing work communications with a third party requires information, consultation or an agreement before it happens. The answer differs by country and by your existing agreements.

Should employees get a share of the payment?

We are not aware of a general rule that requires it, and none of the buyer pages we checked mentions it. It is a business and reputation decision. Some owners choose a staff bonus pool, an opt-out window, or both. Decide before you announce the deal, not after.

What about messages from people who have left the company?

Former employees are in every archive. You usually cannot ask them easily, and their exit paperwork rarely mentions AI training. Ask your lawyer whether your policies covered this use when they worked for you, and consider excluding their direct messages and personal threads.

Will the buyer see our employees' names?

The buyers publish de-identification statements: micro1 says sensitive and confidential information is scrubbed, and Mode says it de-identifies before onward delivery. Ask what is replaced, who checks it, and what happens if something is missed.

Can an employee refuse to have their messages included?

Whether staff have a legal right to object depends on where they work and on the basis your lawyer relies on. Separately, you can choose to offer an opt-out. If you do, apply it before export, keep a log of what was removed, and make sure the contract does not promise the buyer content you have since removed.

Should we tell staff which buyer is involved?

Staff will reasonably ask who receives the copy. Check what your NDA with the buyer allows you to disclose before you write the notice. If you cannot name the buyer, describe what kind of company it is and the use the contract permits.

Staff plan in place? Check where you fit.

The eligibility checker runs in your browser and sends nothing. It compares your headcount, country and systems with each program's published rules. Applying starts a review; it is not an offer.

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