Data warranties: what a supplier should and should not promise

Warranties a supplier can reasonably give#

The warranties a supplier can reasonably give describe its own conduct and its own records at the time of delivery. Each should be backed by a document the supplier already holds, such as the board or officer approval, a lender acknowledgment, the delivery specification or the redaction log.

• 1Authority: the supplier is duly organized, has power to enter the agreement and has approved it.
• 2No conflicting grants: the supplier has not given anyone exclusive rights that conflict with this license.
• 3No conflict with other agreements: granting the license does not breach the supplier's loan documents, customer contracts or vendor terms, with any consents obtained listed on a schedule.
• 4Conformity: the delivered data matches the agreed specification for record families, date ranges, fields and formats.
• 5Preparation: the documented removal of personal and confidential details was carried out as described.
• 6Clean delivery: delivered files were scanned for malware before release.
• 7No known claims: to the supplier's knowledge, no claim is pending or threatened that the license would infringe.

Warranties to qualify by knowledge or remove#

Warranties to qualify or remove are the ones that ask a supplier to guarantee outcomes it cannot control or facts it cannot fully verify. Operational records were written by many employees and customers over many years, so absolute promises about their content are rarely achievable.

Expect buyer drafts to include several of the requests below. Each has a narrower version the supplier can actually stand behind.

How qualifiers change the risk#

Qualifiers turn an absolute promise into a statement the supplier can stand behind. Each shifts risk in a specific way, and they work best in combination rather than alone.

• 1Knowledge: limits the warranty to what named people, such as the CEO, COO and general counsel, knew after reasonable inquiry.
• 2Materiality: excludes trivial breaches, so a stray email address does not breach a preparation warranty.
• 3Disclosure schedule: lists known exceptions, such as accounts excluded because of customer contract terms.
• 4As documented: ties the warranty to the provenance and privacy record delivered with the data.
• 5Time of delivery: the warranty speaks as of delivery, not throughout the term.
• 6Exclusive remedy: removal and replacement of affected records is the main remedy for a data defect.

Why AI buyers push for broad data warranties#

AI buyers push for broad warranties because they carry the visible risk if training data turns out to be tainted. Litigation over how models were trained has made buyer counsel wary, and a broad warranty backed by an indemnity looks like protection on paper.

The better trade is evidence instead of absolutes. A supplier that hands over documented provenance, rights review notes and a privacy record gives the buyer something its reviewers can check, and can then limit its warranties to what that documentation shows.

What the buyer should promise back#

The buyer should give warranties and covenants too, because most risk after delivery depends on how the data is used. The core promises are use only within the permitted scope, no redistribution or resale, no attempt to re-identify people or companies, reasonable security, flow-down to affiliates and contractors, and deletion once the term ends.

Those promises are only as good as the supplier's ability to check them. The verification options trade assurance against cost and intrusiveness, and many licenses combine two of them.

How warranties connect to caps and indemnities#

Warranties connect to liability caps and indemnities, and a reasonable warranty schedule can still become risky if the remedy is unlimited. Check whether warranty breaches fall under the general cap, whether any are carved out of it, and whether a breach also triggers an indemnity for third-party claims.

A common supplier position is that data defects are fixed by removal and replacement, direct damages are capped, and indemnities cover only third-party claims arising from the supplier's own breach of its rights warranty. State how long warranty claims can be brought after delivery, so the exposure has an end date.

Illustrative: an engineering firm narrows a warranty schedule#

Illustrative: a fictional engineering firm plans to license internal review comments, RFI logs and submittal histories from Procore and Bluebeam. The buyer's first draft asks for warranties that the data is accurate and complete, contains no personal information and is free of any third-party intellectual property.

The general counsel replaces those with a conformity warranty tied to the delivery specification, a preparation warranty tied to the redaction log and a knowledge-qualified rights warranty. Client drawings and stamped deliverables are excluded on a disclosure schedule, since clients may own or control them.

The exclusive remedy for any personal detail found after delivery becomes notice, removal and replacement of the affected records, with the buyer deleting the originals. The buyer gives matching promises on permitted use, deletion and no re-identification, backed by an officer attestation.

How SourceX approaches supplier warranties#

SourceX aims to make supplier warranties match documented facts. Each package's SourceX Evidence Packet shows where the records came from, which rights and permitted uses apply, how privacy was handled and who authorized release, so a warranty can point to evidence instead of resting on general assurance.

The supplier signs off on scope throughout the SourceX five-step transaction, and its own counsel negotiates the final warranty language. Because data is licensed, not sold, the supplier keeps ownership and can rely on deletion terms when the license ends.