Tools to summarize medical records, by method
Answer in brief: for medical-legal files (IME, QME, peer review), use record review software that cites every line to a page: published prices ran from $0.04 to $0.17 a page on 2026-11-12. For point-of-care summaries, clinical tools that sit next to the EHR fit better. General AI assistants need a signed BAA and still lack page citations. Services cost more and take days. Every fact below comes from the vendor's own page, read 2026-11-12.
Limits: We have not timed the listed tools on a shared test file: time figures come from the cited studies and vendor pages, and the worked example is synthetic.
Pick by method first
| Your method | Tool type | Examples below |
|---|---|---|
| By hand or template | PDF tool for Bates numbers and bookmarks, plus a spreadsheet for the extraction grid | Adobe Acrobat Pro |
| AI-assisted, medical-legal files | Self-serve record review software with page citations | InPractice, MediScan, OctopusLM, InjuryMgmt, IME Coach, Dodonai, Medrecords AI (ours) |
| AI-assisted, clinical care | Point-of-care chart summary tools | Abstractive Health, Navina, UiPath Clinical Evidence |
| Someone else reads it | Clinician-written or AI-plus-clinician services | NaviCase, LezDo TechMed, Enlyte |
| Build your own workflow | General AI under a Business Associate Agreement | OpenAI API, Claude Enterprise or API |
Record review software for medical-legal files
Built to read a whole file of hundreds or thousands of pages and return a summary or chronology with page citations. Most are sold to law firms and claims teams as well as physicians; the "built for" column says who each vendor names first.
| Tool | Built for | Published price | Free trial | BAA | Source, date |
|---|---|---|---|---|---|
| Dodonai | Attorneys first; physicians too | $25, $50 or $83.33 a month billed annually; $0.063 to $0.008 a page for standard summaries | 7 days, 100 pages | Not on pricing page | dodon.ai, 2026-11-12 |
| IME Coach | IME physicians | $99 a month credited toward $0.17 a page; or $229, $749, $2,970 a month for report credits | First report free, no card | Accepted in the app before upload | imecoach.com, 2026-11-12 |
| InjuryMgmt | Workers' comp physicians | $99 a month for 1,500 pages, $249 for 5,000; extra pages $0.05; up to 3,000 pages a case | Not on pricing page | Available | injurymgmt.com, 2026-11-12 |
| InPractice | Law firms, QMEs and IMEs, claims teams | Page packs from $150 (1,000 pages, $0.15) to $7,000 ($0.07 a page) | 500 pages, no card | HIPAA stated; BAA not on pricing page | inpractice.ai, 2026-11-12 |
| Medchronos AI (Chronos) | Litigation teams | $940 for 20 cases ($47 each), $1,200 for 30 ($40); or $159 a month for 3 cases | First case free, no card | Available when applicable | medchronosai.com, 2026-11-12 |
| MediScan | Physician evaluators first | $169, $445 or $665 a month; extra pages 10, 7 or 5 cents | 15 days | Available | mediscan.ai, 2026-11-12 |
| OctopusLM | Medical-legal reviewers, insurance and legal teams | $0.10 a page; $0.05 with a $300 top-up; $0.04 with a $4,000 top-up | 1,000 pages | Not on pricing page | octopuslm.co, 2026-11-12 |
| Superinsight | Disability, workers' comp and legal teams | Chronology per case at no cost; subscription from $250 a month | Free case evaluation | Countersigned before first upload | superinsight.ai, 2026-11-12 |
| Wisedocs | Insurers and claims teams | Not published | Demo | Not on the page read | wisedocs.ai, 2026-11-12 |
| DigitalOwl (becoming ChartSwap Insights) | Life, disability and P&C insurers; legal self-serve under 30,000 pages a month | Not published | Not stated | Not on the page read | digitalowl.com, 2026-11-12 |
| Medrecords AI (ours) | Physician reviewers, IME and QME clinics, hospital risk teams | $0.10 per deduplicated page; $0.08 at 100,000 credits, $0.05 at 500,000; report $10 | 7 days, 1 case, up to 1,000 pages, no card, after a demo | Signed at signup | our page, 2026-11-12 |
Watch the billing unit. OctopusLM's pricing page says duplicate pages are billed as uploaded and suggests removing them first. Medrecords AI doesn't bill exact duplicates. Medchronos bills per case whatever the page count, which favors thick files; page plans favor thin ones. On page-capped monthly plans (InjuryMgmt, MediScan), a quiet month costs the same as a busy one.
Clinical tools for point-of-care summaries
These summarize a patient's chart for the clinician treating them, inside or next to the EHR. They are the right pick for pre-visit and transfer summaries, and the wrong pick for a medical-legal file someone mailed you.
| Tool | Built for | Published price | Notes | Source, date |
|---|---|---|---|---|
| Abstractive Health | Clinicians | $99 per user a month, up to 5 users; 15-day trial | Retrieves records through national health information exchanges; HIPAA and SOC 2 Type 2 stated | abstractivehealth.com, 2026-11-12 |
| Navina | Primary care | Not published | Pre-visit chart preparation and care gaps | navina.ai, 2026-11-12 |
| UiPath Clinical Evidence | Utilization management, referral intake, appeals | Not published | Template-driven summaries with in-text citations; vendor case study reports summary review time falling from 70 to 6 minutes | uipath.com, 2026-11-12 |
General AI with a BAA
A general assistant can summarize records only under a signed Business Associate Agreement, and only on the products that agreement covers. Consumer chat plans are not covered. Even when covered, you get no built-in page citations and no handling for a file of thousands of pages, so you build those yourself.
| Provider | What the BAA covers | Conditions | Source, date |
|---|---|---|---|
| OpenAI API | API organizations that accept the BAA | Eligible organizations accept the standard BAA in the API Platform; others contact OpenAI | help.openai.com, 2026-11-12 |
| Claude (Anthropic) | HIPAA-ready services such as the first-party API and Enterprise plans | The organization's Primary Owner must activate HIPAA settings and accept the BAA; standard Enterprise plans are not covered without that step; beta features are excluded | privacy.anthropic.com, 2026-11-12 |
Services: someone else reads the file
| Service | Who reads | Published price | Turnaround | Source, date |
|---|---|---|---|---|
| NaviCase | Clinician reviewers | $0.25 a page summary, $0.40 with clinical analysis, $150 case minimum; IME report prep $0.50 ($500 minimum) | 5 business days; rush 2 to 4 days +25%, next day +50% | navicasemed.com, 2026-11-12 |
| LezDo TechMed | AI with expert validation | Not on the page read | 48 hours standard, 24 hours expedited | lezdotechmed.com, 2026-11-12 |
| Enlyte Medical Records Summarization | AI plus certified clinician review, for casualty adjusters | Not published | Not on the page read | enlyte.com, 2026-11-12 |
A service saves your reading time, not your responsibility. If the summary goes into a California medical-legal report, you must review the excerpts and name each person who worked on the report (Labor Code 4628).
Manual tools: PDF and spreadsheet
| Tool | What it does for a summary | Source, date |
|---|---|---|
| Adobe Acrobat Pro | Bates numbering, headers and footers, bookmarks, merging PDFs in the order received (subscription; price not captured) | helpx.adobe.com, 2026-11-12 |
Any spreadsheet works for the extraction grid. Use the column list from the templates page and freeze the header row.
Questions to ask before you upload a file
- Will you sign a BAA before I upload, and does it cover the exact product I will use?
- Does every line of the summary cite a page I can open in 1 click?
- Are duplicate pages billed?
- What is the largest file you handle in 1 case, and what happens above it?
- Can I edit the summary and export it into my own report template?
- Does the tool list records the file mentions but doesn't contain?
- Are my records used to train any model?
Run the test on 1 closed file you have already summarized, and grade the output with the 12 checks.
Tools we checked and left out
- EvenUp, Supio, Lexyno: built for personal injury law firms to build demands; physician reviewers aren't their reader. EvenUp's product page also failed to load through our capture tool.
- Template sites (template.net, patient summary templates from HCCA and Lurie Children's): forms for patients or general records, not for record review.
Questions about tools
What is the best tool to summarize medical records?
It depends on the job. For medical-legal files, pick record review software that cites every line to a page and signs a BAA. For point-of-care summaries, pick a clinical tool next to your EHR. For a file you won't read yourself, a clinician-written service, verified before you rely on it.
Is there a free tool to summarize medical records?
Several vendors offer free trials or a free first case: InPractice (500 pages), OctopusLM (1,000 pages), Dodonai (100 pages, 7 days), IME Coach and Medchronos (first case), Medrecords AI (1 case up to 1,000 pages after a demo). A free consumer chatbot is not an option for real records without a BAA.
How often are these prices checked?
All were read from vendor pages on 2026-11-12. We recheck at least every 45 days and date each row. Vendors can send corrections to [email protected].