Data Privacy Before Selling Company Data to AI

Data privacy when selling company data needs review before any sample leaves your systems. Establish who can authorize the proposed use, what information concerns people, and how the buyer would handle the permitted package. Removing names is not a complete answer. Ask your own advisers to assess the actual proposal and applicable laws.

Define the proposed disclosure

Start with a specific package and use. Name the business function, record categories, intended recipient and purpose. A request to “monetize the archive” leaves too much unresolved for a meaningful privacy review.

Describe any proposed sample separately from the full delivery. Identify what it would contain, who would see it, what they could do with it and how long it would remain available. A small sample can still disclose sensitive or restricted information.

Ask the buyer whether a field description or invented structure could answer the first technical question. Do not assume real data is necessary simply because someone asks for an example. Your company should approve each disclosure on its actual scope.

Separate sharing rights from account access

Administrator access can make an export possible. It does not settle whether your company may license the contents for the requested purpose. Review customer agreements, employment arrangements, confidentiality promises and source restrictions with qualified advice.

Keep those issues separate. An owner’s interest does not establish rights over client-held material or permission to proceed.

Garrow’s current exclusions include records held for clients and several sensitive categories. Those are screening boundaries, not a comprehensive statement of the law. A package outside that list can still require substantial review.

Understand identification risk accurately

The ICO explains that pseudonymised information remains personal data when people can be identified using additional information. Replacing an employee’s name with a label should therefore not be presented as proof that a collection is anonymous.

Use the distinction to ask a practical question: what could someone infer from the remaining context? Do not limit review to an obvious name column. Message text, attachments, dates, roles and unusual events may need attention.

Ask the responsible reviewers what standard they are applying and what residual risk remains. The ICO page notes that its guidance is under review following legislative changes, so your adviser should confirm what applies at the time of the actual transaction.

Review the original privacy promises

Look at what your business told the people whose information appears in the collection. Ask your adviser whether the proposed disclosure and purpose fit those commitments and whether additional steps are required.

For Canada, the privacy regulators’ meaningful-consent guidance emphasizes understandable information about collection, recipients, purposes and significant residual risks. It also says organizations must understand the legislation applicable to them.

That guidance does not make a particular AI license lawful. It gives your reviewer specific issues to examine. In the US and UK, obtain advice for the company’s actual records and obligations rather than importing a conclusion from a different jurisdiction.

Establish what must be left out

Make an explicit exclusion list before preparation. Garrow currently declines health records, payment-card and bank data, children’s data, export-controlled work, scraped or AI-generated content and client-held records, among its current restrictions.

Do not assume an automated filter can reliably separate every excluded category. Ask how free text, attachments, quoted material and linked systems will be reviewed. If your team cannot establish a permitted subset, keep that collection outside the proposed package.

The useful question is whether the remaining material supports the buyer’s purpose. A large unrestricted archive is not the product you can discuss if much of it must stay out. The quality checklist addresses how exclusions affect interpretation.

Ask who performs the preparation

Clarify whether your company, the buyer or an approved service provider would inspect and transform records. Ask where that work happens, who can access the material during preparation, and which agreements govern those people.

micro1’s partnerships page describes scope, confidentiality and anonymization requirements as matters to define before participation. That is its public process statement, not evidence that Garrow has observed the buyer’s treatment of a seller archive.

Garrow does not receive records and does not anonymize them. If a buyer proposes a process, ask for the steps and responsibilities in writing. Your reviewers need that information before assessing what may be sent and when.

Review the handling chain

Identify the contracting entity, preparation providers, intended users and any downstream recipients. Ask whether the records could move to affiliates or another country and who approves a change. Bring those facts to your own legal and security reviewers.

Also ask about storage, access control, retention and disposal for both samples and completed deliveries. A promise about the final dataset may not describe how raw material is handled during preparation. Review those stages separately.

Do not assume that a referral service has independently assessed this chain. Garrow’s stated role is an introduction, with the buyer identified before you agree. The buyer qualification guide helps structure the conversation without replacing specialist review.

Check the contract against the description

Read the permitted use, scope, duration, onward rights and preparation responsibilities together. Ask whether the contract matches the package your company approved and whether any broad clauses change that understanding.

If the buyer can request additional records later, establish how your company would assess each request. If use can expand, ask who authorizes the expansion. An initial privacy review should not silently cover an undefined future collection.

Pay particular attention to what happens if negotiations end after a sample review. Your team needs to understand the recipient’s continuing obligations. Settle those questions before sending the sample rather than trying to resolve them after interest fades.

Keep evidence of the decisions

Retain the approved package description, rights review, privacy conclusions, preparation method and release approval inside the company. Keep them aligned with the version actually supplied. This is a recommended management practice, not a statement that a checklist alone satisfies legal obligations.

When an exclusion changes or a new source is requested, identify which decisions need review again. Do not carry an old approval forward without considering the change. The licensing process guide provides the broader commercial sequence.

A clear description with unresolved questions is more useful than a guarantee that every record is safe to sell. A reply or meeting does not establish lawful sharing.

Choose the next permitted action

If rights are unclear, get advice before disclosure. If handling is unclear, request the buyer’s written process. If the permitted subset no longer makes sense, revise the package or decline. A potential payment should not erase the company’s own review requirements.

You can begin with a description while keeping the actual records under your control. That makes room for a fit discussion without pretending that the technical and legal decisions have already been made.

Answer confidentiality concerns directly

If a colleague raises a confidentiality issue, identify the source and agreement involved and ask the appropriate reviewer to assess it. Do not redirect the conversation to the possible payment. Your privacy decision should remain tied to actual records and actual proposed uses, even if commercial interest is strong.

Make the unresolved question actionable

Use the ICO’s distinction between anonymisation and pseudonymisation to frame a question for the responsible reviewer: could the proposed recipient identify someone using the information available to it? Describe the relevant record categories without attaching real examples to the initial inquiry. Ask what additional information the reviewer needs and who should provide it. This is a preparation suggestion, not a finding that your collection is anonymous. Keep any release decision separate from the commercial decision to continue talking.

Use Garrow’s intake to describe your company without sending files.