Bahlul World is being set up in Dhaka. Company registration is in progress, and the prices shown are proposals for 2027.
Bahlul World
You are offline. This page was saved on your device.

Industries · Hospitals and clinics

The right SOP on the ward, in Bangla, without asking around.

Super Intelligence (SI) on a server inside the hospital: nurses, pharmacists and administrators ask in Bangla or English and get the SOP, the form or the rule with its page. Not for diagnosis, and no patient records in the first phase.

Start your first stepSee the pricesThe first call is free · Bangla or English
A nurse's question becomes the current SOP with its page, on any shift; a senior nurse confirms, and clinical judgement stays with clinicians.

The sentence we hear

“We have an SOP for everything. The night shift cannot find any of them, so they ask whoever is awake.”Nursing superintendent

The operating reality

Where the time goes, and what the rules allow

A hospital runs on procedures: clinical and administrative SOPs, infection control policies, the formulary and pharmacy rules, admission and discharge procedures, package rates, consent forms, duty rosters and circulars from the ministry and the directorate. They sit on shared drives, in binders at the nursing station and in the heads of senior staff. New nurses and night shifts ask each other, and the version they find may be two revisions old.

Hospitals are licensed by the Directorate General of Health Services under the Ministry of Health and Family Welfare, and medicines are regulated by the Directorate General of Drug Administration (DGDA). Patient records are health data, which the Personal Data Protection Act 2026 treats as a sensitive class, with consent, security and breach duties and a Chief Data Officer for significant data controllers (confirm the class and duties with counsel). That is why the first phase of Bahlul SI in a hospital uses SOPs, policies and forms only, and never a patient record.

Bahlul SI puts those documents on one server in the hospital, behind the hospital's own sign-in, with a UPS that carries it through a power cut. Staff ask in Bangla or English and get the SOP and page; a senior nurse or doctor signs off the content before go-live; and it is never used for diagnosis or treatment decisions.

The five operations

1

SOPs and procedures for staff

The sentence we hear

“What is the current procedure for this, and which form do I fill in?”

The problem

SOPs are written, approved and then lost in revision. A ward has the 2023 version in the binder and the 2025 version on a drive nobody opens at 2 am. The procedure actually followed is the one the senior nurse remembers.

What changes
  • Nurses, technicians and administrators ask in Bangla or English and get the current SOP, the step and the page.
  • Only the approved version of each SOP is loaded, and superseded versions are withdrawn from the index, so the answer is never an old one.
  • The form the SOP calls for is named and shown alongside the procedure.
  • When no SOP covers the question, the answer says so and the question is logged for the quality team.
What stays with a person
A senior nurse or the quality manager approves every SOP that enters the index, and clinical judgement stays with the clinician.
The result
The same procedure on every ward and every shift, from the approved version, found in seconds.
Every ward and shift gets the approved SOP version with its page and form; a senior nurse confirms.
Start withSI briefing for management, BDT 1 lakh, then a three-week SI proof on the hospital's SOPs, BDT 5.5 lakh.

Draws on

Bahlul SISkills
2

Pharmacy, formulary and stores procedures

The sentence we hear

“Is this item in the formulary, and what is the procedure for an indent outside it?”

The problem

The formulary, the stock rules, the indent procedure and the cold-chain and narcotics registers each have their own document and their own owner. Ward staff ring the pharmacy; the pharmacy rings stores; the answer arrives after the round.

What changes
  • Ward and pharmacy staff ask whether an item is in the formulary, which form an indent needs and what the stock and storage rules say.
  • Answers come from the formulary, the pharmacy policies and the stores procedures, with the page, never from a patient's chart.
  • DGDA licence conditions and the hospital's own drug policies are cited where they apply.
  • Questions with no answer in the documents are flagged for the pharmacy committee.
What stays with a person
The pharmacist confirms every dispensing or indent question; prescribing stays with the doctor.
The result
Fewer rejected indents and fewer calls between wards, pharmacy and stores.
The ward gets the formulary entry and the indent procedure with the page; the pharmacist confirms, and prescribing stays with the doctor.
Start withSI proof on the formulary and pharmacy procedures, BDT 5.5 lakh; then an SI server set-up, from BDT 14 lakh.

Draws on

Bahlul SI
3

Admissions, billing and package rates

The sentence we hear

“What does this package include, what deposit is needed, and which insurer panels do we accept?”

The problem

The front desk answers patients' families from rate cards, admission rules, insurer panel lists and discharge procedures that change every quarter. Answers differ by desk and by shift, and the complaint reaches the director the next morning.

What changes
  • Admission, billing and help-desk staff ask about packages, deposits, panel rules, visiting hours and discharge steps, and get the document and page.
  • Rate cards and admission rules are loaded by the finance team, so the desk quotes the current figure.
  • The same documents can later answer patients' families by chat in Bangla, handing over to a person when it should, as an SI pilot.
  • No patient's bill or record is in the index; the desk looks those up in the hospital system as before.
What stays with a person
The desk officer answers after reading the source; a billing supervisor decides any exception.
The result
Fewer disputes at discharge and shorter queues at admission, measured against the baseline taken before the proof.
Every desk quotes the current rate card and admission rule with its page; a billing supervisor decides any exception.
Start withSI proof on the rate cards, admission rules and panel documents, BDT 5.5 lakh; chat in Bangla for patients' families later as an SI pilot, from BDT 32 lakh.

Draws on

Bahlul SIReach
4

Quality, infection control and licensing evidence

The sentence we hear

“The inspection is next week. Where is the policy, the training record and the audit for this standard?”

The problem

Licence renewals, accreditation surveys and infection control audits all ask for the policy, the procedure and the evidence that it is followed. The quality team spends weeks collecting what exists but is scattered across departments.

What changes
  • The quality team asks for the policy, the SOP, the committee minute or the training record behind a standard, and gets the document and page.
  • Draft evidence lists cite each source, so surveyors are shown the page rather than told.
  • Incident reporting procedures and infection control policies are answered for staff in Bangla, which makes reporting easier.
  • A penetration test of the SI server with a certified testing firm before go-live adds to the hospital's own security evidence.
What stays with a person
The quality head approves every evidence pack and every policy change that follows a finding.
The result
Inspection and accreditation evidence assembled in days, with a page reference behind every line.
The quality team assembles the policy, the procedure and the record with page references; the quality head approves the pack.
Start withSI proof on the quality manual and policies, BDT 5.5 lakh; penetration test of the new server with a certified testing firm, BDT 4.5 lakh.

Draws on

Bahlul SISecurity
5

HR policies, rosters and staff rules

The sentence we hear

“How many days of leave can a nurse carry over, and who approves a roster swap?”

The problem

Service rules, leave policy, roster rules, grading and allowances are in HR documents that most staff have never seen. HR answers the same questions by phone all day, and the answers drift from the policy.

What changes
  • Staff ask about leave, rosters, allowances, grading and conduct rules in Bangla and get the policy and page.
  • Each person sees the policies that apply to their grade and department, and nobody's personal file.
  • HR sees in the log which policies confuse staff most, and rewrites them.
  • A data protection readiness package records which HR documents hold personal data and who may see them, before any of them is considered for the index.
What stays with a person
The HR officer confirms any answer that affects pay, leave or discipline; personal files never enter the index.
The result
Fewer calls to HR and the same answer to every nurse, from the policy as written.
Staff get the leave, roster or allowance rule with its page; the HR officer confirms anything that affects pay or discipline.
Start withSI team workshop for ward and department heads, BDT 1.5 lakh a day; data protection readiness package for health and staff data, BDT 9.5 lakh, six weeks.

Draws on

Bahlul SISkillsData

What comes next

After the first operation

Prove

SI proof on your SOPs

Three weeks, about 200 questions from your own SOPs and policies, scored by two native Bangla reviewers. BDT 5.5 lakh.

Own

SI server set-up

A Team server for one hospital, a Department server for several hundred users, on a UPS, accepted on the test you approved. From BDT 14 lakh.

Prepare

Data protection readiness

Which systems hold health data, who may see it and what the Act asks of a hospital, before any record is considered. BDT 9.5 lakh, six weeks.

Run

Managed SI operations

We run the server with a monthly Bangla re-test, BDT 1.8 lakh a month, or support your IT team, BDT 90,000 a month.

FAQ

Questions we are asked

Will it ever be used for diagnosis?

No. Bahlul SI answers from SOPs, policies and forms, and shows the page. Diagnosis and treatment stay with clinicians. The test bench includes questions it must refuse, and a senior nurse or doctor signs off the content before go-live.

What about patient records?

They stay out of the first phase. Patient records are health data under the Personal Data Protection Act 2026. If the hospital later wants forms or records read into its system, that comes after the data protection readiness package and counsel's review, with a person checking every field.

What happens in a power cut?

A UPS carries the server through short cuts and shuts it down cleanly if the power stays off; a generator-backed site keeps it running. It keeps answering on the hospital network when the internet is down.

Bring ten SOPs

The first call is free. Bring the SOPs your night shift asks about most, in Bangla or English, and one ward or department to start with. The reference design for a district hospital shows one way it runs on a UPS-backed server.

Start your first stepSee the pricesThe first call is free · Bangla or English