Chart summary tools, sorted by what they summarize
Short version: start with your EHR. Epic, Oracle Health, athenaOne and eClinicalWorks all now ship AI summaries, and DrChrono and Office Ally have non-AI summary views. Add-on tools (Zus, Navina, Ambience, Commure, Evidently, Abstractive Health, Pieces, Suki, Dragon Copilot) sit on top of the EHR and mostly target the pre-visit summary. 2 of the tools that rank on Google for "medical chart summary" (Wisedocs and ChartSwap) are built for claims and record requests, not patient care. Medrecords AI, which publishes this site, is listed too; it summarizes finished record files for review work, not charts in daily care.
Limits: Vendor facts come from each vendor's own website on 2026-11-12 and were not tested by us. Rules are summarized from the cited text; your hospital's bylaws, payer contracts and state law can ask for more.
What we checked, and what "yes" means here
We read each vendor's own page on 2026-11-12 and recorded what it says the product summarizes, for which setting, and whether it says summary lines link back to the source. We did not test any product. "Not stated" means the page we read doesn't say; it doesn't mean the product lacks the feature. No vendor paid to be listed. None of the other vendors' pages we read gave a price, so the table has no price column; our own price is on the Medrecords AI page.
The table: 19 chart summary tools
Sorted by type: EHR-native AI first, then add-on AI, then non-AI views, then claims and legal tools, then ours. Formats link to the formats page definitions.
| Tool | Type | What it summarizes | Setting | Links to source? | Note | Source, captured |
|---|---|---|---|---|---|---|
| athenaOne AI document summaries (Patient Record Sharing in ChartSync) | EHR-native AI | Pre-visit review of outside documents | Ambulatory practices on athenaOne | Summaries describe each external document before you open it | Summarizes each outside document, not the whole chart | www.athenahealth.com, 2026-11-12 |
| eClinicalWorks AI Document Insight Assistant | EHR-native AI | Pre-visit review of faxed records | Ambulatory practices on eClinicalWorks | Not stated | Built around the fax inbox | www.eclinicalworks.com, www.eclinicalworks.com, 2026-11-12 |
| Epic (Insights, Draft Hospital Course Notes, referral summaries) | EHR-native AI | Pre-visit and admission orientation; Hospital course draft for the discharge summary; Consult (referral) orientation; Transitions of care; ED problem summary | Inpatient, outpatient, ED | EpicShare says AI Insights include links back to the source documentation | Only for Epic customers; no public price | www.epic.com, www.epicshare.org, 2026-11-12 |
| Oracle Health Clinical AI Agent (acute nursing summaries) | EHR-native AI | Nursing handoff and orientation | Acute inpatient nursing, Oracle Health Foundation EHR | Not stated on the announcement | US availability announced 2026-09-14 | www.oracle.com, 2026-11-12 |
| Abstractive Health | Add-on AI | Whole-record summary, about 400 to 800 words | Clinicians | Not stated in the guide we read | Source is the vendor's own guide (2025-11-25) | www.abstractivehealth.com, 2026-11-12 |
| Ambience (Patient Summary, Hospital Stay Summary, Chart Chat) | Add-on AI | Pre-visit summary; Admission recap for hospitalists; Chart Q&A | Ambulatory and inpatient | Chart Chat answers with citations (per vendor) | Patient Summary can be set to a chronological or problem-based view | www.ambiencehealthcare.com, 2026-11-12 |
| Commure Patient360 | Add-on AI | Pre-visit summary | Ambulatory | Vendor describes source-cited Q&A and expandable citations | Source is a vendor blog post dated 2026-06-29 | www.commure.com, 2026-11-12 |
| Evidently (chart summarization) | Add-on AI | Chart summary across inpatient, outpatient and ED | Health systems | Vendor describes concept hyperlinking back to source documents | Reads EHR data, scanned documents and outside records | www.evidently.com, 2026-11-12 |
| Microsoft Dragon Copilot for nurses | Add-on AI | Nurse notes and summaries | Nursing | Not stated | Ambient flowsheet documentation is the main job | learn.microsoft.com, 2026-11-12 |
| Navina Clinician Copilot | Add-on AI | Pre-visit chart review summary | Primary care, value-based care | Not stated on the product page | Pulls from EHR, HIE and claims data | www.navina.ai, 2026-11-12 |
| Pieces (patient summary in Pieces Predict) | Add-on AI | Inpatient status summary; Discharge planning | Inpatient, inside Epic | Not stated | Settled a 2024 Texas Attorney General investigation into its accuracy claims | go.piecestech.com, www.texasattorneygeneral.gov, 2026-11-12 |
| Suki Patient Summary (partner API) | AI API for partners | Short pre-visit summary | Partner apps that ingest FHIR data | Not stated | Needs an upcoming appointment; thin or stale data gives thin summaries | developer.suki.ai, 2026-11-12 |
| Zus Aggregated Profile (ZAP) | Add-on AI over aggregated data | Pre-visit narrative summary | Care teams, inside partner EHRs | Vendor says each fact is traceable to its source | Vendor states a 55% reduction in chart prep time (vendor claim, not tested by us) | www.zushealth.com, 2026-11-12 |
| DrChrono Patient Summary | EHR view, no AI | Pre-visit snapshot | Ambulatory | Not applicable: widgets show chart lists (problems, medications, allergies, locked notes) | Shows only what is already coded in the chart | support.drchrono.com, 2026-11-12 |
| Health Gorilla Patient Summary | Aggregated record view, no AI stated | Pre-visit snapshot of outside data | Clinicians using Health Gorilla's chart | Not applicable: summary cards open the matching chart section | Cards: encounters, problems, medications, allergies, labs and imaging, procedures, immunizations, providers | developer.healthgorilla.com, 2026-11-12 |
| Office Ally EHR 24/7 Clinical Summary | EHR export, no AI | Visit or whole-chart clinical summary export | Ambulatory | Not applicable: you pick the sections to export | Export from 1 progress note or from all chart data | support.officeally.com, 2026-11-12 |
| ChartSwap Summary | Record request and legal summaries | Chronology of a released record | Record requesters; not clinical care | Vendor says each summary line opens the relevant pages | Top 3 for the phrase in both of our Google captures; built for record requesters | chartswap.com, 2026-11-12 |
| Wisedocs | Claims and legal summaries | Claim file summaries | Insurers, IME and claims teams; not clinical care | Vendor says source links go to the cited notes | Top 2 for the phrase in both of our Google captures; built for claims, not care | www.wisedocs.ai, 2026-11-12 |
| Medrecords AI (ours) | Record review software | Page-cited summary and chronology of a record file you already hold | Hospital risk and quality, peer review, physician reviewers; not an EHR, not a care-delivery chart tool | Every output line cites its source page | 10 cents per deduplicated page, 8 at 100,000 credits, 5 at 500,000; report $10 | Our product page; facts from medrecords.ai pricing and llms.txt, 2026-11-12 |
Vendor facts are what each vendor's page said on 2026-11-12. Vendor claims such as time saved are the vendor's, not ours. Spotted an error in your row? Email [email protected].
Which kind of tool fits which summary
| You need to write... | Look first at | Why |
|---|---|---|
| Pre-visit summaries for a clinic | Your EHR's summary view, then an add-on (Zus, Navina, Ambience, Commure, Suki) | 5 of the 9 add-on tools in the table target this job; the hard part is pulling in outside records |
| Discharge summaries | Your EHR's hospital course draft (Epic lists 1), or Pieces if you run it | The draft has to sit where you sign; an outside tool adds copy-paste risk |
| Transfer summaries | Your EHR's template, with a fixed field list | None of the 19 tool pages we read markets a summary built for transfers between hospitals |
| Consult summaries | Epic's referral summaries for the consultant's orientation; the note itself stays yours | The answer and recommendations are clinical judgment |
| Problem-list upkeep | The EHR problem list; Ambience offers a problem-based summary view | A list only stays current if the person who owns it edits it |
| A summary of a finished chart for quality, peer or risk review | A record review tool such as Medrecords AI (ours), or a manual chronology | Review needs every line cited to a page and a dated timeline, not a care summary |
How to test a chart summary tool on your own charts
A demo on the vendor's sample patient tells you little. Run this on 5 closed charts you know well, under a BAA and with your compliance team's sign-off.
- Pick charts with traps. At least 1 with a test pending at discharge, 1 with a held medication, 1 with an incidental imaging finding, 1 with outside records, and 1 long stay.
- Write down what a good summary must contain before you run the tool. Use the omission checklist for the format.
- Score omissions and unsupported statements separately. Count items missing from your list, and count statements you can't find in the chart. The 2025 NYU Langone study found AI drafts more complete but with more confabulations, so a single "quality" score hides the trade.
- Click every source link. If a line has no link, or the link opens the wrong note, count it as unsupported.
- Time your edit. The question isn't whether the draft is good; it is whether editing it is faster than writing it, for you.
Limits of this list
- EHR features vary by version and contract. A feature on Epic's or Oracle's site may not be switched on at your hospital.
- Accuracy claims are claims. In 2024 Texas settled with Pieces Technologies after an investigation into its accuracy claims for a product that summarized patients' condition and treatment for hospital staff. The settlement is on the Texas Attorney General's site. Ask any vendor how it measured, and on whose charts.
- We left out ambient scribes unless they also summarize the existing chart. A scribe writes today's note; it doesn't summarize the record.
- Directories list more names. Elion's "AI clinical summaries" category lists further products. We kept to tools whose own page we could read and cite.