One Learn AI
NVIDIA Inception Program member

From order to result —
every step tracked. Every critical value flagged.

Covers the full lab workflow — order, sample collection, receipt, processing, validation, report, delivery — with AI that reads incoming external lab reports and structures them into the patient chart.

Barcoded samples Critical-value alerts AI external-report capture
Clinical

HIS module

Laboratory

AI inside

🧪

AI Lab Reports

Ends “WhatsApp report kahaan gaya?”

📑

AI Document Extraction

General-purpose extraction

<15 min

Critical-value reach time · was 1–4 hrs

The problem

The lab is where Indian hospitals lose the most time tracking what's happening.

01

Doctor orders a test — sample is collected, then disappears for 4 hours

02

Critical values reach the lab, sit in a printer tray, never reach the doctor

03

External lab reports arrive on WhatsApp / email — never get into the patient chart

04

Receivable from corporates and TPAs is delayed because reports are missing

05

Patient calls: “Mera report kab tak aayega?” — nobody knows

The lab module isn't about running tests. It's about closing the loop on every test.

What this module does

Every workflow you'd expect.
Plus the AI parts you don't.

01

Order entry — by doctor, ward, or directly from OPD/IPD/ER consult

02

Sample collection — barcode-tracked, multi-sample per order

03

Sample receipt at lab — chain of custody with timestamps

04

Result entry — manual, equipment integration, or AI-extracted from external reports

05

Validation workflow — technician → pathologist → release

06

Critical value alerting — flagged automatically, escalated to ordering doctor

07

Report formats — printed, PDF, WhatsApp, email

08

Outsourced lab management — for tests sent to reference labs

09

Lab analytics — turnaround time, technician productivity, equipment utilisation

The AI inside

Specialist agents,
not generic AI.

🧪

AI Lab Reports

Ends “WhatsApp report kahaan gaya?”

Reads external lab reports (PDF, scanned image, photo), extracts tests / values / units / ranges / flags, attaches to the right encounter, flags critical values for the ordering doctor.

📑

AI Document Extraction

General-purpose extraction

For any lab-adjacent document (referral, prior reports, insurance forms).

Key features

The full checklist — nothing missing.

Order entry from OPD / IPD / ER / direct
Barcoded sample workflow
Sample tracking (collection → receipt → processing → release)
Result entry: manual, equipment integration, or AI-extracted
Pathologist validation workflow
Critical value alerts with escalation
AI Lab Reports for external report processing
Report delivery: print, PDF, WhatsApp, email
Outsourced lab management
Cumulative reports (trends across visits)
Turnaround time analytics
Lab billing integration (per-test, per-package, per-payor)
How it integrates

Not a silo. A connected workflow.

OPD / IPD / ER Consult
Test orders flow in; results return to encounter
Patient Registration
UHID auto-attached to every order
Billing
Lab charges flow to bill at order or release
Pharmacy
Antibiotic sensitivity feeds prescribing decisions
Insurance / TPA
Lab documentation supports claim files
Inventory
Reagent consumption auto-deducted
The numbers

Before vs. after — measured in real hospitals.

External lab report attachment to chart50–70%95%+
Critical value reach time1–4 hoursUnder 15 min
Patient calls about report statusFrequentSharply reduced
Lab billing leakage5–8%Under 1%
Report TAT visibilityManualReal-time dashboard
Who it's for

Built for these hospitals in particular.

Hospitals with in-house labs (full or partial)

Hospitals using external reference labs heavily

Multi-location hospitals needing centralised lab visibility

Hospitals where critical-value escalation is a clinical risk

Diagnostic centres operating standalone or as a hospital department

FAQ

Questions hospital teams actually ask.

More questions? Bring them to the demo — we'll walk through the workflow on a real hospital scenario.

For supported equipment brands, yes (HL7 / ASTM). Compatibility is confirmed during implementation.
Made in India · For India

Stop letting WhatsApp lab reports disappear into the void.

Book a demo and see AI Lab Reports process a real external report.

No commitmentNo upfront costReal hospital scenario