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AI for IME

AI audit trail for an IME practice: what to log and keep

By Ahmed Jemaa, Co-Founder and CEO of Medrecords AI. Updated .

Short version: keep your own AI use log, 1 row per AI run per case, with who ran it, what went in, what came out, who checked it and what was corrected. The vendor's system logs do not replace it, because they cannot show what the physician checked. Keep the log with the case file and keep policy records for at least 6 years.

Limits: This site gives templates and a process, not legal advice. We read the rules it cites on 2026-11-12; your state, your requesters' contracts and your counsel decide what your practice must do.

2 kinds of audit trail, and why you need your own

Most AI tools keep system logs: sign-ins, uploads, exports. Those logs help with security, and the HIPAA security rule asks for audit controls that record and examine activity in systems holding electronic PHI (45 CFR 164.312(b)). The rule allows those controls to be procedural, not only software.

A system log cannot answer the questions an IME practice gets asked. It does not know which facts the physician opened, which dates were wrong, or whether the AI text reached the report. Only your practice knows that, so only your log can show it. The FSMB's April 2024 policy says there must be documentation of how AI output was used. This log is that documentation.

The 14 fields

#FieldWhat goes in itWhy it is there
1Case numberYour internal case ID, not the examinee's nameLinks the row to the file without copying PHI into the log
2Run dateDate of the AI runSequence of events if challenged
3Run typeInitial, addendum, re-run after correctionAddenda get the same scrutiny as first reports
4Tool and planProduct, plan or edition, as on the approved tools listShows the run used an approved, BAA-covered plan
5Run byInitials and roleWho touched the file
6TaskOCR and sort, chronology, file questions, report draft, quality checkMatches the task to what the policy approves
7InputWhich documents went in, with page countMinimum necessary; matches the cover letter
8OutputWhat came out: chronology, answer, draft section, flag listWhat the physician then had in front of them
9Notice givenDate sent; "read at check-in"; or "objected, no AI"Proves the examinee was told
10Checked byPhysician initialsThe person who verified, not the person who ran it
11Facts verifiedNumber of cited facts opened against the source pageShows verification happened, and how much
12CorrectionsEach error found, with the page: "PT note dated 2019, page shows 2021, p. 877"Feeds the monthly review and the closed-file test
13Reached reportYes, no, or "edited by physician"Answers "did AI text go into the signed report?"
14Row closedOffice manager initials and dateThe release gate

Copy the header

Paste into a spreadsheet, your case system's notes field, or a shared document stored with the case file.

case_number,run_date,run_type,tool_and_plan,run_by,task,input_docs_and_pages,output,notice_given,checked_by,facts_verified,corrections_with_page,reached_report,row_closed_by_date

A synthetic case log

Synthetic example, no real patient, case or tool. Case RV-0412 is a made-up lumbar workers' comp file of 1,312 pages. The tool is shown as "approved record tool" on purpose.

DateRun type and taskByInput, outputChecked, correctionsReached report
2026-10-02Notice sent, Version 1 and 2AK, intakeAppointment letter by mailNot applicableNot applicable
2026-10-03Initial; OCR, sort, duplicates, chronologyJL, records1,312 pages in; chronology of 214 entries, 96 duplicate pages flagged, 3 possible missing recordsPage count matches the cover letter. 1 missing operative note requested from the requesterNo
2026-10-06Initial; file questionsDr. M"First mention of radicular symptoms?" Answer cites p. 212Dr. M opened p. 212 and searched "numbness"; found an earlier mention on p. 188. Correction loggedEdited by physician
2026-10-06Verification of chronologyDr. M41 facts the opinion relies on41 opened. 2 corrections: PT note year 2019 should be 2021 (p. 877); left knee should be right knee (p. 1,104)Not applicable
2026-10-09Exam; check-in script readAK, intakeExaminee asked who sees the records; scripted answer givenNot applicableNot applicable
2026-10-10Initial; report draft from dictated notesDr. MHistory, exam and record sections drafted; opinion sections left blank by policyDr. M edited every sentence, wrote all opinions, added the methods sentenceEdited by physician
2026-10-11Row closed; report releasedRS, officeSigned reportAll rows completeNot applicable

2 things to notice. The file question that came back with p. 212 was right as far as it went, and still missed an earlier mention; the 2nd search is what caught it. And the 2 corrections are the kind a closed-file test is meant to surface before any live file.

What the log answers when someone asks

Question you may getFromFields that answer it
"Did you personally review the records you relied on?"Opposing counsel at deposition10, 11, 12
"Who prepared the record summary?"Opposing counsel; a California 4628 challenge5, 6, 10
"Was any of the report written by software?"Opposing counsel; requester6, 13
"Which vendors touched our claimant files, under what agreement?"Requester audit or questionnaire4, and the approved tools list
"Was the examinee told?"Board complaint; requester9
"What changed between the report and the addendum?"Any party3, 7, 12

Where to keep it, and for how long

The monthly review

45 CFR 164.308(a)(1)(ii)(D) asks for regular review of activity records such as audit logs. For the AI use log, a monthly 30-minute read by the owner covers 5 checks:

  1. Open rows: any report released with a row not closed.
  2. Unapproved tools: any tool or plan in field 4 that is not on the list.
  3. Thin verification: rows where field 11 is blank or very low for a large file.
  4. Correction patterns: the same error type twice (handwritten dates, laterality, medication doses) means a new rule in section 6 of the policy.
  5. Objections: every "objected, no AI" case shows no AI run afterwards.

Write the date and the findings at the bottom of the month's log. The review is itself a record the policy says to keep. The roles that write each field are on the staff workflow page.