What are data privacy representations in an M&A deal?
Data privacy representations are the seller's contractual statements in a purchase agreement about how the target collects, uses, shares and secures personal and other data. A prior or pending AI data license, and how records were de-identified, normally has to appear accurately in the disclosure schedules.
The short answer
Privacy and data representations (reps) are statements the seller makes in the purchase agreement about how the target company handles data. They are tested against disclosure schedules, which list the exceptions. Exact wording, scope and survival periods vary by deal and by counsel. This is general information, not legal, tax or financial advice. Confirm with your own counsel before acting.
For an M&A advisor the point is practical: a data license is a contract that touches several reps at once, so it needs to be on the schedules before the buyer finds it.
What the reps typically cover
Buyers' counsel start from a familiar set of topics and tailor it to the target's industry.
- Compliance with privacy law and policy: the company has complied with applicable privacy and data security laws and its own published policies.
- Notices and consents: data was collected under notices that cover the way it is now used.
- Security: no material breach or unauthorized access, and reasonable safeguards in place.
- Third-party sharing: a list of who receives or can use company data, and under what contracts.
- Ownership and rights: the company has the rights it claims over its data and can transfer them in the deal.
- Claims and investigations: no pending or threatened complaints from regulators or individuals.
The FTC has said in staff guidance that using customer data in ways that go beyond what a company told people can be unfair or deceptive, which is why notice language matters when records are licensed for AI training.
How a data license touches the reps
| Rep area | What a license can raise | What to schedule or check |
|---|---|---|
| Material contracts | The license is a material agreement, often exclusive | List it, with term, exclusivity and termination rights |
| Third-party sharing | A buyer of data now holds company records | Describe what was delivered and when |
| Notices and consents | Were employees, customers and counterparties told? | Confirm the notice or contract basis |
| De-identification | Records may have been redacted before delivery | Describe the method and who approved it |
| IP ownership | Exclusivity limits other licensing | Disclose any restriction on the company's own use |
| Change of control | Assignment or consent clauses may be triggered | Review the license for deal-related consent |
If the records included health information, de-identification has a defined meaning: HHS describes two HIPAA methods, Expert Determination and Safe Harbor. A company that says it de-identified data should be able to say which standard it used.
Disclosure good practice for advisors
- Ask the seller early: "Has any company data been licensed, or is a license under discussion?"
- Collect the executed agreement and any term sheet, not a summary.
- Reconcile the license against the privacy policy and key customer contracts.
- Have counsel decide where it sits on the schedules, rather than leaving it to the data room index.
- Align the representation wording with what was actually delivered.
- Update the schedules if a license is signed between signing and closing.
Under SourceX's process, de-identification and redaction requirements are agreed with the company before any work begins, and data is delivered only after an executed agreement and the company's authorization. That written trail is useful when counsel prepares the schedules.
Questions to put to counsel
- Does the license need to appear on more than one schedule?
- Does R&W insurance cover data-related reps, or are they excluded or limited in the policy?
- Should the seller give a flat rep or a knowledge-qualified one on consent?
- Who bears the risk if the buyer disputes the de-identification?
What it means for an M&A advisor
Raising licensing before a process launches is cleaner than discovering it in diligence. The M&A advisor page sets out how advisors screen clients, and the exit readiness guide shows where records and rights fit in a sale story. A licensing receipt is also an earnings presentation question, covered in the EBITDA bridge page, and the structure of the payment is explained under fully paid-up license. Background on data exhaust helps explain what kind of records are in scope.
Partners earn 25% of the eligible platform fees SourceX actually collects from the referred company's licensing deals, capped at $100,000 per referred company. The reward is paid only after the buyer pays and SourceX receives its fee; an introduction, meeting or signed agreement alone does not trigger payment, and no reward is guaranteed. Registered professionals should check their own rules on referral fees and disclosure first.
Next step
Use the company fit checker with a client who has a clear authorized sponsor, review who qualifies, then register as a partner. Timing questions are answered in how long a data-licensing deal takes.
- Step 1Share your linkSend your personal link to a company you know.
- Step 2Company appliesThe company applies itself at /apply.
- Step 3Buyer selects and paysThe buyer selects and pays for the data and SourceX receives its fee.
- Step 4You get your rewardYour share of SourceX fees becomes payable.
Common questions
Are privacy reps the same as data security reps?
They overlap but are often drafted separately. Privacy reps address how personal information is collected, used and shared under law and policy, while security reps address safeguards and breaches. Some agreements combine them in a single data section, so read the definitions of personal information and data carefully.
Should a pending data license be disclosed before signing?
Generally yes, if it is a material contract or affects the data reps. Counsel decides placement and wording. Disclosure before signing avoids a post-closing claim that a rep was untrue, and it lets the buyer price the exclusivity and any change-of-control terms.
Does a data license affect R&W insurance?
It can. Policies can exclude or limit coverage for known issues or for data matters, and a disclosed license could fall into that category. Ask the broker how the policy treats data matters and whether the license changes underwriting questions.
What does de-identified mean in a purchase agreement?
There is no single meaning. Statutes and regulators define it differently, and a contract may define it again. Ask the seller to state the method, who performed it and which definition applies, rather than relying on the word alone.
Does the M&A advisor review the licensed data?
No. An advisor introducing a client to SourceX does not export, upload or describe confidential records. The company works directly with SourceX, and counsel handles the agreement language and schedules.
Related pages
- Referral opportunities for M&A advisors
- What is exit readiness, and how do you assess it?
- What is data exhaust, and which kinds are valuable to AI buyers?
- What is an EBITDA bridge, and where does a one-time licensing payment go?
- What is a fully paid-up license, and how does it differ from royalties?
- How long does a data-licensing deal take?
Free resources
- Business exit readiness assessment — A preliminary exit readiness score and checklist for advisors.
- SDE vs EBITDA calculator — Seller's discretionary earnings next to market-rate EBITDA.
- IRR calculator — Internal rate of return on annual cash flows.
- All free tools · MCP resource center
By SourceX Partnerships Team · Published 2026-10-09 · Updated 2026-10-09
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