∞humans in the loop

AI for the ward round, the case sheet and the claim file

It is twenty to twelve, the family has been waiting on the corridor bench since nine, the bed is needed for a post-operative transfer, and the discharge summary is still unwritten. Between the round, the case sheet, the counselling sheet and the claim file, most of your week goes on writing things down accurately, in a hurry, for somebody else to audit later. This stream teaches you to draft all of it in a fraction of the time while keeping every clinical decision, and every signature, exactly where it belongs. This is training for the person actually writing it up — the resident on nights, the staff nurse, the records officer, the coder — not a system your hospital has to buy.

5 × ₹20 · delivered as a personal PDF booklet · pay once, no subscription
Pay by UPI, card or netbanking

See the medical & clinical capsules

What you can actually do with it

Discharge summaries before the family stands up

Assemble the summary from the admission note, progress notes and medication chart instead of from memory at half past three. In the worked example, a 120-bed hospital moves its median time to a signed summary from 3 hours 10 minutes to 40 minutes, with every clinical line carrying a source tag the consultant checks before signing.

Ward notes that match what you actually saw

Dictate twenty-five words of observation per patient and get a structured note back; the round for eighteen patients is documented in 22 minutes instead of 55. A thirty-second read-back on drug names, doses, laterality and units catches the additions nobody asked for.

Instructions the family can genuinely follow

A one-page post-operative sheet in the family's own language, back-translated and checked digit by digit, with the medicine block copied from the chart rather than generated. The test is a teach-back at the counter: can somebody state the review date and one danger sign before they leave?

Codes an auditor can trace to a sentence

Ask for three candidate codes, each with the exact sentence from the record that supports it, then verify in your own code book before assigning. Chart to code, never code to chart — and when there is no supporting sentence, you have found a documentation query worth raising before billing.

TPA queries answered with documents

Turn a length-of-stay query into a point-by-point reply where every point cites a document and a date, drafted in minutes and checked against the file. A persuasive paragraph with nothing behind it is how a query becomes a rejection worth tens of thousands of rupees.

A safe-paste habit the whole unit shares

A one-page card naming the approved tool, an eight-item identifier strike list written against your own forms, and a placeholder header for extracts. One nursing home found seven UHIDs and four barcode-labelled photographs in a single week's sample before the card existed.

What you learn

  1. What never leaves the hospitalDecide in ten seconds whether a piece of a patient's record can go into an AI tool, and produce a safe working copy of it in under a minute. · 30 min
  2. Ward rounds and handover: notes that write themselves, findings that do notTurn round observations into a structured ward note or ISBAR handover in under two minutes per patient, with nothing in it you did not see, hear or measure. · 30 min
  3. The discharge summary that clears the bed and survives the TPADraft a complete, claim-ready discharge summary from the case sheet in minutes, with every clinical line traceable to a chart entry the signing consultant can check. · 35 min
  4. Explaining it to the patient: instructions, consent language and the family's own languageProduce a one-page instruction or explanation sheet in the family's language that carries exactly what the treating team decided, and prove it worked with a teach-back. · 30 min
  5. Coding and the claim file: candidate codes, quoted lines, human sign-offShortlist diagnosis and procedure codes with the exact record sentence supporting each, verify them in your own code set, and answer TPA queries with documents rather than arguments. · 35 min

Every lesson treats AI output as a draft for a qualified human to check, never the decision itself. You keep the judgement; the tool does the typing.

Questions

Is it legal to put patient details into an AI tool in India under the DPDP Act?

Not as they stand, and not into any tool your hospital has not approved. Before anything is pasted, out come the name, the UHID and MR number, phone numbers, exact dates and addresses, and any film or photograph carrying a burnt-in label. The first lesson is a ten-second rule for making that decision at the bedside, plus how to produce a safe working copy.

Will AI diagnose, dose or decide treatment for my patients?

No. Nothing in the stream suggests a diagnosis, a drug or a dose. It drafts the writing around decisions you have already made — the ward note, the handover, the summary, the instruction sheet — and every clinical line is signed by the person who made the call.

Can an AI tool assign ICD-10 codes on its own?

No. It produces a shortlist with the exact sentence from the record supporting each candidate, and the coder verifies every one against the code book before it goes on the claim. A code with no traceable line in the record is how a claim gets queried.

How do I answer a TPA query on a claim without it coming back again?

By replying with documents rather than assertions: the query, the specific line in the case sheet or investigation report that answers it, and the summary corrected where it was genuinely incomplete. The lesson drafts that reply from the file you already have.

I am a nurse or a medical coder, not a doctor. Is this for me?

Yes. Two of the five lessons are built around nursing work — ward notes and ISBAR handovers — and the last one is entirely coding and the claim file. Nothing in it changes who is permitted to record what; it changes how long the writing takes.

Is this a recognised medical or coding qualification?

No. It is a completion certificate with a public verify page after a graded quiz. It is not accredited, it has no connection to any medical council registration or to any coding credential, and it does not qualify anyone to do anything they are not already permitted to do.

Other professions

See the medical & clinical capsules