AI in Healthcare — A.V. College

A patient's data never goes into a public tool. Every document today is MADE UP.Never paste a real patient's report or bill into a free chatbot. Not yours, not a relative's, not a friend's.

Every week, one health document. AI explains it; you catch its one mistake.Like checking the kirana bill, but with AI, on a lab report.

AaPlain words

Every hard word from today. If a word in a prompt is not here, ask your neighbour.

The documents

The note: What the doctor writes after seeing you.
AI scribe: AI that listens and writes the note.
Discharge summary: The page you get when you leave the hospital.
Lab report: The blood test printout.
Normal range: The numbers beside each result that say what normal looks like.
The bill: The hospital's charges.
The claim: Asking the insurer to pay.
The examiner: The person at the insurer who reads the bill.
The check: Before you use AI on a document, decide what it does well and what it gets wrong.

Medicine and money

HbA1c: The three-month sugar test.
Metformin: A common diabetes tablet.
Amoxicillin-clavulanate: An antibiotic in the penicillin family.
Penicillin allergy: A rash or worse from any medicine in that family.
Coding: Turning the doctor's note into codes so an insurer pays.
CPC: The coding certificate.
Proof: A thing you can show: a screenshot, a certificate, a page you wrote.
Clinical trial: Testing a new medicine on volunteers.
GCP: Good Clinical Practice, the trial rulebook. The free NIDA GCP course (gcp.nidatraining.org, about 6 hours, certificate) is the first line on a research CV.
RCM: The bill-to-payment desk.
IRDAI: The insurance regulator.
PM-JAY: The government's free-treatment scheme.

4Four lanes behind every bed

Most people who work in a hospital are not doctors (in India, 3 in 4 health workers are not doctors). Someone reads the bill, codes the note, keeps the record, calms the family, runs the trial data. Those are your degrees.

MoneyB.Com · BBA

What you do: billing counter, claims desk, accounts.

₹20–33K a month to start, roughly

Who hires: Medi Assist, Apollo accounts.

ScienceB.Sc

What you do: trial data, coding, lab, pharma quality.

₹18–35K a month to start, roughly

Who hires: IQVIA, Syngene.

PeopleBA

What you do: front desk, patient relations, records.

₹15–25K a month to start, roughly

Who hires: Apollo, Yashoda.

BusinessEveryone

What you do: pharmacy, lab centre, distribution.

Your profit not a salary

Examples: a MedPlus franchise, a Vijaya collection centre.

Pay is roughly, Hyderabad, 2026 — market ranges for freshers, not one company's offer. Employers named are examples of who hires in each lane, not openings.

The honest ladder (roughly, Hyderabad, 2026)

Start · ₹15–35K a month. Counter, claims, coding, trial data, front desk.
Year 2 · ₹4–8 L a year. Add one skill: Excel, claims software, CPC or GCP, a records certificate.
Year 4 · ₹8–12 L. CMA / CA Inter analyst; data or quality lead; patient-experience lead.
Lead · ₹15 L+. Finance lead. Business lane: a profit, not a ladder.

B.Sc and the M.Sc question: you don't need an M.Sc for a first job in clinical research, coding or diagnostics. GCP or CPC and a year of work gets you in. Do the M.Sc later if you want the lab or teaching route.

A first rung is a rung. Nobody has to stay there.

Demo A · try it at home

AAI writes the note, and gets one thing wrong

An AI scribe listens to a consultation and drafts the doctor's note. It sounds finished. Your job is to find the line nobody should sign. Paste the made-up transcript first, then the prompt under it, in one message.

Made up · not a real person · OPD, 48-year-old

MADE-UP TRANSCRIPT. Not a real person. OPD, Hyderabad, 48-year-old patient, two minutes.

Doctor: Come in, sit. What brings you?
Patient: Fever three days, doctor, with cough. Body pain.
Doctor: Any breathlessness?
Patient: No.
Doctor: Sugar?
Patient: Yes, sugar for five years. I take metformin, the 500 one, but only half a tablet in the morning. The doctor said it is controlled.
Doctor: Last HbA1c?
Patient: 6.8, two months back.
Doctor: Any allergy?
Patient: Last year the pink capsule for throat gave me rashes all over. The other doctor wrote it down, penicillin group.
Doctor: Okay. Temperature 101, chest clear, throat red. This looks like a virus. Blood count and a chest X-ray to be safe, paracetamol, fluids, rest. No antibiotic today. Come back in three days if the fever is still there.

Prompt · Demo A · paste under the transcript

Write the clinical note from this made-up OPD transcript: complaint, history, current medicines with doses, allergies, examination, plan with drug names and doses.

No brackets — send as is.

What to check

The allergy line. Penicillin group, rash. It must be there. AI sometimes drops it.
The metformin dose. The patient takes half of a 500, once, in the morning: 250 mg once. AI often writes 500 mg once or twice daily.
No antibiotic. The doctor said no antibiotic. If AI adds amoxicillin-clavulanate, it is wrong twice: nobody asked for it, and the patient is penicillin-allergic.

The note a doctor would sign: allergy penicillin group, rash · metformin 250 mg once daily, morning · paracetamol, fluids, blood count, chest X-ray, no antibiotic · review in 3 days if fever stays.

AI drafts. A human signs. The check is the job.

Exercise 1 · 8 min

1Explain this to your grandmother

Pick ONE document: the blood test or the bill. Both are made up, from the same visit.

Made up · A. Blood test

A. Blood test, MADE UP, 64-year-old patient.
Haemoglobin 10.2 g/dL (normal 12 to 15)
White cells 12,800 per microlitre (normal 4,000 to 11,000)
Platelets 2.1 lakh per microlitre (normal 1.5 to 4 lakh)
Fasting sugar 146 mg/dL (normal 70 to 100)
HbA1c 7.4% (normal below 5.7)

Made up · B. The bill

B. The bill for the same visit, MADE UP.
Consultation ₹800
Blood count ₹450
HbA1c ₹650
Fasting sugar ₹120
Registration ₹200
Pharmacy ₹1,340
Total ₹3,560

On paper first (1 min). Circle the two numbers that need a question.

On your phone (4 min). Copy the prompt, paste your document where it says [paste it], send once.

Prompt · Exercise 1

Here is a made-up hospital document: [paste it]. Explain it to my grandmother, under 120 words: which numbers are fine, which need a question, and what each means for her. Then three questions she should ask the hospital. Do not name a disease or a medicine. In Telugu or English, whichever is easier.

The check (3 min). Report: did it flag haemoglobin, white cells, sugar and HbA1c, and leave platelets alone? Bill: did it question the registration line? Did it name a disease or a medicine anyway? It was told not to.

No phone? Circle the numbers; write low, high or why beside each.

Screenshot 1. First years: show it tonight to a grandparent and ask, "Does this make sense?"

A report is a story with numbers. So is a bill. Tell it plainly, and you are useful.

Demo B · try it at home

BOne summary, three reading levels

Hospitals hand this page to families who cannot read it. AI can explain it at any level in seconds. The dose and the warning must never change. Paste the summary first, then the prompt, in one message.

Made up · not a real person · discharge summary

MADE-UP DISCHARGE SUMMARY. Not a real person.
62-year-old patient · pneumonia, diabetes · admitted 4 days.
Discharge medicines:
Tab Azithromycin 500 mg once daily for 3 more days
Tab Metformin 500 mg twice daily
Tab Paracetamol 650 mg if fever
Return immediately if fever above 101°F after 48 hours, breathlessness, chest pain or confusion.
Review in 7 days with a blood count.

Prompt · Demo B · paste under the summary

Explain this made-up discharge summary three ways: (1) to a 10-year-old grandchild in simple Telugu, (2) to the patient in Grade-8 English, (3) to a nurse in one line. Keep every medicine, dose and warning exactly as written. Do not change anything.

No brackets — send as is.

The check: read every dose in all three versions against the original, line by line. "Two tablets" where the summary says "500 mg twice daily" is a night in Emergency. Is the "return immediately" warning still there, and still as strong?

The job in it: the person at the desk who hands this page to the family, and explains it in their language, is the people lane.

AI may translate the dose. Only a doctor writes it.

Exercise 2 · 9 min

2Your lane and your 12 months

On paper first. Three facts, three to five words each, any language: the last health or money thing a family member asked your help with; what you did last Sunday unasked; the college subject easy for you, hard for others.

Prompt · Exercise 2

I am a [degree, year] student. Three facts about me: ___. Four hospital lanes: money (bills, claims, accounts), science (research, coding, lab), people (front desk, patient care, health writing), business (pharmacy, lab centre). Pick my lane, say which fact shows it, then three skills for this year. In Telugu or English, whichever is easier.

CA / CMA students add this line

I am also doing CA / CMA; fit that in.

Stuck? Example skills per lane

Money: Excel, reading a bill, a claims software demo.
Science: the free NIDA GCP course (gcp.nidatraining.org), a trial record, a clinical-data course.
People: patient-experience basics, AI writing in Telugu and English, a records certificate.
Business: e-invoicing, stock and expiry tracking, a supplier bill with AI.

Screenshot 2. Disagree with the lane AI picked? Good. Write why on paper; that is your interview answer.

Not a career. A lane and three skills. The career follows.

Exercise 3 · 7 min

3Get marked, not answered

On paper first. One or two sentences: your "tell me about yourself" answer. First years: what you would say to the senior at reception who asks "why do you want to work here?"

Prompt · Exercise 3

You hire new graduates for a Hyderabad hospital: bills, claims, research data, front desk, records. Here is my answer to "tell me about yourself": ___. Score it 1 to 10. Name the one thing most missing and one fix. Do not rewrite it for me. In Telugu or English, whichever is easier.

Read the score. Rewrite it yourself, on paper. One send only. A good answer has a fact, a number and a thing you did.

Screenshot 3: your rewritten line, photographed. Under 6? Good. You found out today, not in December.

Ask AI to mark you, not to speak for you.

Exercise 4 · 8 min

4Your months, planned

On paper first, from your Exercise 2 screenshot: your lane and three skills.

Prompt · Exercise 4

I am a [degree, year] student. My lane: ___. My three skills: ___. Make a 12-month plan: which months for each skill, one free way to learn it, one proof to screenshot. Then one thing to do this week, under 2 hours, with a name and a day. In Telugu or English, whichever is easier.

This week: pick one

If AI's this-week action has no name and no day, it is a wish. Swap it for one of these.

Science: finish the free NIDA GCP course at gcp.nidatraining.org; or open jobs.iqvia.com/en/cra, filter Hyderabad, read one clinical research associate listing.
Money: ask a Medi Assist examiner, or anyone at a billing counter, one question about their day.
People: call one hospital's front office and ask what they hire for.
Business: read one supplier bill with AI.

Screenshot 4: your 12-month plan.

Twelve months is four proofs. The first one has a day on it.

→By Monday 6 PM

Send four screenshots. Subject: Healthcare, name, degree, lane.

1. Your grandmother explanation (Exercise 1).
2. Your lane (Exercise 2).
3. Your rewritten interview line (Exercise 3).
4. Your 12-month plan (Exercise 4).

Send to: the placement office WhatsApp, [number from your college]. No number? Post them in the college WhatsApp group, tagged Healthcare.

Final years: the rewritten line goes into this week's application. First years: show a grandparent tonight.

Four Sundays to December

One document each Sunday. AI explains it, you catch one mistake, one screenshot.

A lab's sample report.
A pharmacy bill.
A health-insurance policy PDF.
The PM-JAY rate list.

Swap by degree: B.Sc, a Clinical Trials Registry of India record. BA, a patient-rights charter in Telugu. B.Com / BBA, an ICAI module page or a supplier invoice.

Asked in the hall

Do I need an MBBS to work in a hospital?No. Most people who work in a hospital are not doctors.

Should I do an M.Sc first?Not for a first job. GCP or CPC plus a year of work. M.Sc later, if you want the lab or teaching route.

Can I use ChatGPT on my own family's report?Practise on made-up documents. For a real report, the doctor explains it. Never trust an AI's dose or diagnosis.

Will AI take these jobs?It takes the typing. It does not take the check. The person who can check AI is the one who gets hired.

KIMS Education · where next

KA real-world layer on top of your degree

KIMS Education is a new initiative of Dr. B. Bhaskar Rao, Chairman and Managing Director of KIMS Hospitals, Hyderabad. His idea: no graduate should meet the working world for the first time on the first day of work.

Your collegeKnowledge and the degreeThe syllabus, the exam, the certificate.

KIMS EducationThe skills work asks for on day oneTaught by people who do the work. It complements your college. It never replaces it.

The EEE model

1 · EducationYour degree, made job-readyThe degree gives the knowledge; the layer makes it work-ready.

2 · EmploymentA first job soonerReal work while you learn. In a hospital: operations, the bill-to-payment desk, quality, front office.

3 · EntrepreneurshipBuild your ownA pharmacy, a diagnostics centre, a clinic. Learn the business side early.

Four courses. Online classes, offline real work.

For today's roomAI for Healthcare ProfessionalsLive online + a hospital day + 60-day on-the-job training. Listed tracks: billing and RCM, sales and marketing, hospital operations.

AI for Sales & MarketingLive online + one in-person immersion day.

AI for Finance ProfessionalsLive online + one in-person day.

AI for App DevelopmentTen sessions, one shipped app. Ends on Ship Day.

The honest line: Not a degree, no licence. On-the-job training and industry contact are part of it; placement is not guaranteed.

Batches from mid-October — details and fees through your college placement cell.

Every module ends in a working build, not a slide.

Bonus · 3 min

?How AI-ready are you for a healthcare job?

Ten questions, one tap each. You see why after every answer. Nothing leaves your phone; nothing is saved.

0 of 10 answered

Screenshot your score. Send it with your four screenshots on Monday.