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INDUSTRY FIELD GUIDE

Real estate broker disclosure handoffs for AI review

Uploading a document and receiving an acknowledgment are separate events.

By Fiund · Updated 2026-11-05

NAICS 531210 · Offices of Real Estate Agents and Brokers

Uploading a document and receiving an acknowledgment are separate events. EPA publishes lead disclosure resources and a sample seller form. A brokerage can make an invented packet to test whether a model matches the right disclosure to a listing and identifies which handoff remains unverified. EPA real estate disclosure resources · EPA sample seller disclosure

Prepare two mock listings with similar identifiers, a disclosure revision for one, and an acknowledgment referencing the prior version. Ask which documents are confirmed as received and what the broker needs to verify. Include a notification that does not identify the attachment. Score listing, version and recipient role separately. Keep legal compliance determinations with authorized professionals.

Use no buyer or seller details, actual addresses, inspection records, listing photos, signatures, or brokerage communications. Verify form and listing data rights before proposing real records.

Describe a disclosure handoff evaluation

Original Fiund exercise

A prior-version acknowledgment does not confirm receipt of the revision

Two mock listing aliases have original disclosure versions and role-labeled receipts. The packet tests document handoff without determining legal compliance.

Fictional records supplied to the evaluator
RecordSourceWhat it records
BD1Listing registerListing L-10 current disclosure D2 replaces D1. Listing L-01 uses X1.
BD2AcknowledgmentRecipient role R confirms L-10/D1 before D2 was issued.
BD3Upload and notificationL-10/D2 uploaded. A later notice says new document available but names no attachment or recipient acknowledgment.

Question for the model

Which disclosure version has confirmed receipt, and what remains unverified for the current L-10 revision?

Show the reference answer and checks

BD2 confirms role R's receipt of L-10/D1 only. BD1 makes D2 the current revision, and BD3 documents its upload and an unspecified notification. Neither event establishes that R received or acknowledged D2. Report the prior-version receipt and current-version handoff gap separately, without borrowing L-01's documents or treating availability as acknowledgment.

  • Applying an old acknowledgment to every later version of the disclosure.
  • Equating upload or a generic notification with confirmed recipient receipt.

Fields to preserve

Listing and document version
Identifies the exact item being handed off.
Recipient role and acknowledgment reference
Shows who confirmed which attachment.
Upload, notification and receipt events
Preserves distinct delivery evidence states.

Test another case

Add a D2 acknowledgment for L-01 rather than L-10. Require a listing-identity conflict despite the matching revision label.

Use independent dummy forms and messages. Include no buyers, sellers, addresses, inspection records, listing images, signatures or real brokerage communications.

Download this fictional example and answer key (JSON)

Discuss a contribution

Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.

Primary sources and further reading