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Best AI for IME

General AI vs IME-specific tools

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

Short version: general assistants are good with language and weak with big files you must cite. IME record tools are the reverse. Use a general assistant on a BAA plan for short documents and literature, and an IME tool for the record file.

Limits: We read each product's help pages, terms and pricing on 2026-11-12 and did not test how any product handles PHI. Plans, prices and laws change, and nothing here is legal advice for your state.

The 4 tests, product type by product type

An IME report gets read by a claims examiner, an opposing attorney and sometimes a judge. Each of them can ask where a fact came from. That is why we score every product on the same 4 tests: whether its maker signs a BAA, whether it cites pages of your file, whether it copes with 1,000+ pages, and whether it holds your report format. Facts below were read from each maker's help pages on 2026-11-12.

Product, planBAACites pages of your fileLarge file limits statedFormat control
ChatGPT Free, Plus, ProNoNot documented512 MB and 2 million tokens per documentPrompt only
ChatGPT for CliniciansYes, per clinician, in SettingsCites journals, not your pagesSame as ChatGPTPrompt only; starter prompts
Claude Free, Pro, MaxNoNot documentedPDFs up to 1,000 pages, 20 files per chatPrompt only
Claude Enterprise, HIPAA-readyYes, 20 seat minimumNot documentedSame upload capsPrompt or projects
Gemini, personal accountNoNot documented100 MB per file, 10 files per promptPrompt only
Gemini in Google WorkspaceYes, Workspace BAANot documentedNot stated for Workspace; 1 million tokens on AI Pro and UltraPrompt, inside Docs
Microsoft 365 CopilotYes, Microsoft BAA via the DPACites the work files it grounds onNot stated on the page readPrompt, inside Word
IME record tools (15 listed, ours included)7 of 15 say they sign oneYes, the core featureBuilt for it; 3,000 pages per case at InjuryMgmtTemplates or learned formats

Sources and the rest of the products are in the dated tools table. "Not documented" means the help pages we read do not describe page-level citations to an uploaded record. You can ask any assistant for page numbers in a prompt. You then have to check every number, because nothing in these products ties the answer to a page.

Why a big IME file breaks a chatbot

Upload limits and reading limits are different numbers. A file can upload and still not be read end to end. Google says it plainly in its Gemini help: with a 1 million token context window, Gemini can understand up to about 1,500 pages of text, and past that window, answers can miss connections or details spread across the file. That describes how an IME file fails in a chat tool. In the synthetic file below, the detail that matters is a 2017 back complaint on page 1,412, not the headline diagnosis.

The published caps, as of 2026-11-12:

OpenAI's rule of thumb is that 1 token is about 4 characters, and 100 tokens about 75 words. Scanned records with tables, stamps and repeated headers are messier than prose, so measure a sample of your own pages.

File-fit calculator

Enter your page count. The default of 667 tokens a page comes from Google's own example (1 million tokens for about 1,500 pages). Change it if you have measured your files.

For 1,240 pages at 667 tokens a page: about 827,080 tokens. Over Claude chat's 1,000-page PDF cap, so it needs 2 PDFs. Under ChatGPT's 2 million token file cap. About 83% of Gemini's 1 million token window. A file that uploads is not a file the model reads in full.

The calculator runs in your browser and sends nothing anywhere. It checks published caps only. It cannot tell you whether a model attends to every page inside its window.

The synthetic file, worked through

Synthetic example, no real patient. Claimant "J.D.", age 47, warehouse lift injury on 2023-03-14, lumbar strain with a later L5-S1 disc finding. The referral packet is 1,240 pages: 14 providers, 2 prior IMEs, physical therapy notes, pharmacy logs, and the same MRI report faxed 3 times (pages 212, 641 and 1,077).

Synthetic 1,240-page file: what a chat tool and a record tool return The same question, when was lumbar pain first documented, goes to 2 tools. The chat tool answers 2023-03-14 with no page. The record tool answers 2017-06-02, page 1,412, an older chiropractic note, and flags the 3 MRI copies as duplicates. Question: when was lumbar pain first documented? Chat tool, whole file uploaded Answer: 2023-03-14, date of injury Page: none given MRI: summarized 3 times Missed: 2017 chiropractic note Risk: prior history left out IME record tool Answer: 2017-06-02 Page: 1,412 (chiropractic note) MRI: pages 641 and 1,077 marked as copies of page 212 You check: open page 1,412
Figure 1. Synthetic, no real patient. An illustration of the failure pattern Google describes for files past the context window, not a measured test of any named product.

What matters in this example is the second column's last line. The record tool did not make the call on apportionment. It showed you a page you would otherwise have missed, and you opened it. That is the whole value of a page citation: it turns "trust the AI" into "check page 1,412".

The chat tool's failure is not a hallucination in the strict sense. Every sentence it wrote may be true. The problem is an omission, and omissions are harder to catch because nothing on the screen looks wrong. Our failure modes table lists the 6 patterns to check for.

When a general assistant is the better pick

IME tools are narrow. A general assistant on the right plan beats them at work that is about language or medicine, not the file:

If those tasks are most of your AI use, ChatGPT for Clinicians is free for verified US physicians and comes with an individual BAA. An IME company already on Microsoft 365 or Google Workspace can use Copilot or Gemini under the BAA it already has, for the features on each maker's covered list.

When an IME tool is the only sensible pick

Pick 2 tools from the tools table, run the same closed file through both, and count missed events and wrong pages. Speed is the least useful number in that test.