Deedglass Health
AI tools now draft notes, orders and claims in hospital systems. Deedglass holds the important changes until a clinician approves. It checks that the record says what the AI claimed. And it keeps a sealed record for your auditors.
New: Deedglass as an app on your computer
One command opens Deedglass in your browser, on your own computer.1 It shows what your AI tools did, what is waiting for a clinician to approve, and locked records you can check later.1 No Docker, no account, and the records stay on that computer.1
npx deedglassPaste it into Terminal on a Mac or PowerShell on Windows, then press Enter. Your IT team can help the first time.
Deedglass installs on a computer, not a phone.
Or approve an AI’s order in this page. For IT: the 15-minute hospital pilot, npx deedglass health pilot, runs on synthetic data on your own machine, with no Docker. Then read the hospital IT review pack with your security team.
Who it’s for
Each team asks a different question about AI in the record. Here is what Deedglass answers for each.
Or estimate what unnoticed AI mistakes could cost you, and get the one-page brief.
A record system can answer success and still store something different from what the AI agent sent. Deedglass reads the record back and compares it, line by line.
How it works
Follow one order an AI drafts on a ward round. The same steps apply to notes, allergies, lab orders and claims.
1Step 1 of 5
On the ward round, an AI scribe listens and drafts a medication order for the patient’s record. Before anything is saved, Deedglass checks it against your hospital’s rules.
Your hospital sets the rules, starting from a free healthcare set that comes with Deedglass.2
2Step 2 of 5
Your rules say a change to medicines needs a clinician. So the order waits. Nothing reaches the patient record yet.2
Orders, medicines, allergies, the problem list and final notes can wait for a clinician. Routine entries, like a blood pressure reading, are saved and then checked, without asking anyone.
3Step 3 of 5
The patient’s doctor gets a message by email or in the Deedglass console, or in Slack if you use it. They open the request, see the order and the rule, and approve or decline. Only then is the order saved.3
If nobody decides in time, the request expires and nothing is saved. Your hospital chooses who approves: another clinician, or the patient’s own doctor if an owner allows it. An AI can never approve its own request.
4Step 4 of 5
After saving, Deedglass reads the patient record back and compares it, line by line, with what was approved. If a line is different, it says “Doesn’t match” and names the line.4
“Saved as approved” means the record says what was approved. It doesn’t mean the order is clinically right. That stays the doctor’s call.
5Step 5 of 5
Each step becomes a sealed record: what was asked, who approved it, when, and what the check found. An auditor can check these records on their own computer, without asking us.5
The sealed record holds ids and fingerprints, not the patient’s notes.5
The benchmark, misses first
We ran FHIR writes against Medplum, with made-up data, where the server said success and stored something else. Here is the score, and every miss is listed.
Trusting the success reply caught
0of 11
Deedglass caught
4of 11
Deedglass missed, each one listed
7of 11
Of the 11 writes where the server said success but stored something else, trusting the reply caught 0.6 Deedglass caught 4 and missed 7.6 From the committed results file.
For India: read the white paper on checking AI actions on ABDM and NHCX.
For EHR, payer and AI vendors: the open AAP-H draft spec for recording AI agent actions as FHIR Provenance and AuditEvent.
New research: do FHIR servers store what they say they stored? We tried HAPI FHIR and Firely setups, and the official ABDM and NHCX examples. Read FHIR write integrity 2026
In India
What each one asks, what Deedglass helps you show, and what it doesn’t do.
These duties belong to the hospital, insurer or developer. Deedglass gives you records you can use as evidence. Using it doesn’t, by itself, meet any law or standard.
From Deedglass 0.10.0, the FHIR connector reads a write’s profile and what a Bundle holds, and names ABDM health records (OPConsultRecord, DischargeSummaryRecord and six more) and NHCX bundles (ClaimBundle, CoverageEligibilityRequestBundle and four more), in the terms of the NRCeS FHIR guide for ABDM 6.5.0.1112 What a bundle holds counts for more than its label, and a mismatch is reported.11 Under the free india-health pack, a final claim needs two people at any amount, a pre-authorisation of INR 1,00,000 or more needs two, and a smaller one needs one; you set the threshold.11 It reads the profiles; it doesn’t validate records against them.
The same Deedglass, free, with a pilot for hospitals. No prices yet.
Free, every feature.
Free self-hosted, plus a free synthetic-data pilot with setup help.
Named support, help with security reviews, and response targets.
Talk to usDesign partners
A design partner tries Deedglass Health on one real workflow, on test data or on their own servers, and tells us what to change. We’re looking for a few hospitals, health-tech teams and record-system vendors.
An AI tool that writes to a record system, or one you are building. A record system it reaches through FHIR, hosted anywhere, or your own app on Postgres. A server of your own for Deedglass.
Pick one workflow. Name the clinicians who approve. Run it on test data or on your own servers.
Set up the rules with you, check in every week, and fix what gets in your way.
Switch it off. Your sealed records stay with you, and anyone can check them without us.
Built by Arjun Prabhakaran.Founder, in India
Six weeks on one workflow, on synthetic data, free. Every Deedglass feature is free while we grow, so there is nothing to buy afterwards either.
Ask about a pilotHospitals and teams that need help with setup, support or a pilot: talk to us.
Prefer email? Write to hello@deedglass.com. Tell us your hospital or company, your HIS or claims system, the AI tools you use, and the one workflow to start with.
Synthetic data only, on a test server you choose. We never receive patient data. The pilot is free, setup help included, and there is nothing to buy afterwards. What we set up, what we ask and the plan week by week.
Vendor figures are the vendors’ own. Nothing on this page is legal advice. If something here is wrong, write to hello@deedglass.com.