Numbers In.
Answers Out.
AI that turns every lab report into a plain-language analysis — what each value means, why it matters, and what the patient can do next.
Current Situation
Most lab reports go out as walls of numbers. Patients don’t understand them, referring doctors spend visits explaining them, and the lab’s call centre fields the same questions over and over — ‘Doctor, what does this value mean?’
The cost isn’t just patient confusion. It’s a commoditised report that nobody remembers receiving, a doctor relationship strained by unnecessary explanation work, and a missed opportunity to differentiate in a market where every lab’s output looks identical.
What Labwise Does
LabWise reads every lab report the moment it’s generated, interprets the values against clinical reference ranges and the patient’s own history, and produces a plain-language explanation — alongside the original numerical report. The lab’s output stops being a wall of numbers and starts being a report patients actually read.
Plain-Language Interpretation
Every out-of-range value explained in language the patient can understand — what the test measures, what the result indicates, and why it matters in context.
Personalised to Patient History
Trends across the patient’s previous reports surfaced automatically — so a borderline value seen for the third quarter in a row is flagged differently from a one-off reading.
Actionable Next-Step Guidance
Common follow-up actions — diet, lifestyle, when to consult a physician — included in language a patient can act on, without crossing into clinical prescription.
Doctor-Ready Summary Layer
A separate clinical summary for the referring physician — concise, accurate, and built around the values they actually want to see — so doctors save time, not lose it.
How It Works
No additional staff. No clinical-writing team. No delay to the patient.
Amazon S3
Call recordings land in Amazon S3 the moment they are uploaded.
Amazon Transcribe
Amazon Transcribe converts the audio into accurate, speaker-attributed text.
Amazon Comprehend
Amazon Comprehend analyses sentiment, intent, and key entities across the conversation.
AWS Lambda
AWS Lambda orchestrates the pipeline and delivers a structured report within seconds of the call ending.
Why It Holds Up
Deployed in your AWS account
LabWise runs inside your own AWS environment. Patient data never leaves your lab’s infrastructure.
Data resident in AWS Mumbai
All reports, interpretations, and patient history processed and stored in the AWS Mumbai region, aligned with Indian healthcare data residency expectations.
Clinical guardrails by design
LabWise interprets and educates, never prescribes. Outputs reviewed against guardrails that distinguish patient education from clinical advice — keeping the lab on the right side of regulatory boundaries.
LIS-native integration
Connects to your existing Lab Information System via API. The patient receives one unified report, not two parallel documents.
Multi-language ready
Patient explanations available in English and major Indian languages — because a report a patient cannot read in their own language is not a report they understand.
BUILT FOR
Lab Directors, Chief Pathologists, and Marketing Heads at diagnostic chains, hospital labs, speciality labs, and home-collection brands
where patient experience, doctor relationships, and differentiation in a commoditised market drive growth.
