Compliance files are evidence of work as well as sensitive records to govern.

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Does any of this sound familiar?

• Your compliance team has case files that bring alerts, evidence requests, reviewer notes, and disposition together.
• An examiner or internal reviewer may need to understand not just what was decided but when, by whom, and on what basis.
• You are exploring AI case assistance without weakening record retention, confidentiality, or accountability.

Compliance casework can combine transaction records, customer context, alerts, analyst notes, approvals, and disposition. AI might organize a timeline or flag a missing field; that does not mean it should determine suspicion or replace reporting judgment.

A process map or controlled task differs from a historical case corpus. Full files may face strict confidentiality, retention, and access rules. Establish authority and scope before selecting records.

The problem

Case-file completeness and case-file disclosure are different questions

A chronology weakens when alerts, evidence, rationale, and disposition sit in disconnected systems. A summary that drops a correction or policy context can mislead later reviewers. Preserve source, timestamp, reviewer, change history, and link to the authoritative record.

Retention does not grant a general right to disclose records or use them for model development. Reporting material, account records, legal holds, vendor data, and privileged analyses may have distinct requirements. Preserve originals while separately assessing secondary-use authority.

An audit-ready file should make the decision reconstructable without making every record widely accessible.

The solution

Treat AI casework as a controlled records-management change

Start with the record lifecycle and task, not bulk transfer or an assumption that summaries replace evidence.

DataSupply partners only with labs that meet its top 0.01% credibility standard. We help assess whether a qualified buyer may be a fit and negotiate terms that reflect the data's potential value, including exclusivity where relevant. We also help you work through diligence questions about rights, privacy, security, and compliance, then present a high-level inventory of permitted records, not the dataset. Fit is specific to each situation; no buyer or value is guaranteed.

What to inventory before any buyer conversation

• Map the authoritative case lifecycle For one case type, list alert, evidence collection, review, escalation, approval, disposition, amendment, and retention. Identify each authoritative system, authorized editors, timestamps, and policy versions.
• Limit the test to a support task Specify whether AI may index approved documents, draft a chronology, or flag missing fields. Keep filing, disposition, and reporting decisions with staff. Test source citations and whether reviewers spot omissions.
• Preserve controls and proof Log tool version, sources, output, human edits, approval, and corrections. Ensure tests do not alter authoritative records or shorten retention. Define protection, required discovery, retention, and deletion for outputs and copies.

Set the boundaries before discussing access.

Obtain legal, BSA/AML, records, privacy, and security approval. Confirm retention and disclosure rules by record type and preserve holds. Contract for purpose, least privilege, secure handling, no onward use, audit cooperation, incident reporting, and verified deletion.

What could make a permitted example useful?

A scoped evaluation can test chronology or completeness support under human review. It differs from licensing an archive. Rights, sensitivity, retention, integration, and validation costs may outweigh theoretical reuse value; no buyer or payment is guaranteed.

A practical first step.

Choose one closed, non-sensitive case category and draw its lifecycle without export. Ask counsel which records cannot leave their existing purpose.

datasupply.ai can discuss possible fit and buyer questions without receiving your dataset. You decide whether to pursue any introduction. No buyer, license, or payment is guaranteed.

Documented example / what it proves

FFIEC materials describe recordkeeping obligations for BSA records

FFIEC’s BSA/AML Manual Appendix P summarizes BSA record-retention requirements for customer accounts, filings, and compliance records. It says most specified records generally must be retained at least five years and describes a five-year period for a filed suspicious activity report and supporting documents. Requirements vary by record type. Read Federal Financial Institutions Examination Council, BSA/AML Manual Appendix P.

This supports lifecycle mapping and preservation; it does not authorize repurposing or disclosure, prove a license, or value data. Confirm current obligations with counsel and compliance.

The important limit: The FFIEC appendix describes recordkeeping and retention context; it does not substantiate a completed AI data license or grant permission for secondary use.