Building India's
Clinical Intelligence Network
From healthcare data to proprietary, clinician-governed intelligence infrastructure.
India has the clinical signal, but not the intelligence layer.
Healthcare interactions happen every day, but the information rarely becomes reusable, governed intelligence for AI, research or better care.
Patient language is messy
Hindi, Hinglish, regional dialects, colloquial symptoms and medicine brand names.
Records are fragmented
Prescriptions, labs, notes and follow-ups sit across doctors, hospitals and patients.
AI lacks Indian ground truth
Models need doctor corrections, safety labels, outcomes and local clinical context.
Rights and trust gap
Data is sensitive, and hard to reuse responsibly.
The result: a huge amount of clinical information is generated, but it remains hard to use safely, commercially and scientifically.
Problem focus: India-specific language, fragmented care, and the absence of clinician-validated longitudinal data.
What A.I. Sentinel does
A.I. Sentinel turns everyday healthcare interactions into governed clinical intelligence. We start by building a robust India-specific healthcare data network — in the languages people actually speak, with consent asked for first, and AI results verified by humans in the loop.
Five layers, built in order.
We start by building a robust India-specific healthcare data network, then build toward the highest-value research, evaluation and clinical intelligence work.
- 1
Clinician network
Build a trusted doctor and specialist workforce.
- 2
Clinical RLHF
Doctors review, rank, correct and improve model outputs.
- 3
Evaluation platform
India-specific benchmarks, red-teaming and model testing.
- 4
India clinical data network
Rights-cleared multimodal and longitudinal datasets.
- 5
Clinical intelligence
APIs, models and higher-order research.
Healthcare data pipeline
Clinician network
Clinical RLHF & evaluation
Proprietary data network
Clinical intelligence platform
Not a commodity data vendor.
The scarce things in healthcare AI are expert clinicians, cleared data rights and honest evaluation — and they usually sit in three different companies. We are building all three in one, verticalised for healthcare in India: patient language, doctor corrections and longitudinal outcomes in the same place.
Making existing hospital workflows clinically intelligent.
A.I. Sentinel sits above HIMS, ABDM and lab systems and helps each actor in the OPD journey.
Assistive · doctor-validated · rights-aware
- 01
Patient intake
The patient speaks their symptoms, shares ABHA or an old prescription, uploads records, and receives follow-up.
- 02
Reception routing
The operator sees structured symptoms and a suggested department, and confirms where the patient should go.
- 03
Doctor copilot
Consultation and dictation become notes, prescription and action items — for the doctor to approve.
- 04
Reports and follow-up
Labs, imaging, prescriptions and repeat visits become one longitudinal patient journey.
Connects with existing HIMS, ABDM/ABHA flows, labs, imaging and pharmacy systems — without replacing them.
Build the data network, then build the intelligence.
Phases, with a reason for each one — and a go/no-go gate at every step, so we never build a large dataset without verified demand and rights.
- Phase 0
Hospital AI improvement layer
Enable hospitals to build a connected data pipeline.
- Phase 1
Supply engine
Deliver accepted healthcare speech data and build contributor operations.
- Phase 2
Expert data
Add doctor corrections, preference rankings and specialist adjudication.
- Phase 3
Evaluation
Launch private India benchmarks and clinical red-team programs.
- Phase 4
Scale
Expand doctors, languages, specialties and direct customer channels.
- Phase 5+
Intelligence
Build longitudinal and real-world-evidence products, healthcare APIs and models.
We start where the need and the mandate are clearest: government-backed institutions and medical colleges.
Founded by people who care about outcomes.
A team building a healthier future — combining clinical insight with intelligent technology.
- DN
Deepesh Nailwal
Co-founder & DirectorRuns the company day to day — operations, partnerships, and the rhythm that keeps the team moving.
- ST
Sachin Tomar
Co-founder & CTOBuilds the product and the engineering behind it — including the safeguards that keep people's health information protected.
- SG
Shubham Gupta
Co-founder & ProductDecides what we build and why — turning what patients and clinicians actually need into products that work in the real world.
- BN
Bhavya Nailwal
Legal AdvisorGuides A.I. Sentinel on legal, compliance, and regulatory matters — so consent, privacy, and patient safety are built in from the start rather than bolted on.
Let's build India's clinical intelligence network together.
Hospitals, researchers, investors and partners — we'd love to hear from you.