Project Sentio — Care Intelligence Platform

The Crisis

Healthcare is failing
in the silence between shifts.

Four preventable crises continue to claim lives daily — not because medicine lacks knowledge, but because care infrastructure lacks continuity. Sentio exists to close every gap.

Crises.
One Answer.

India loses hundreds of thousands of lives annually to conditions that are detectable, preventable, and manageable — with the right infrastructure. Sentio is that infrastructure.

The Monitoring Gap

Patients are assessed every 4–6 hours. In that window, sepsis, cardiac failure, and respiratory distress can become irreversible. Continuity of care demands continuity of monitoring.

The Safety Crisis

Nurses face physical aggression, falls, and emergencies alone — with no reliable way to call for help silently, and no record when something goes wrong. This is the silent crisis no hospital measures.

The Rural Divide

Over 650 million Indians live where doctors cannot reach and nurses lack advanced training. The gap between urban and rural care quality is a humanitarian emergency hiding in plain sight.

The Accountability Void

When adverse events occur, hospitals face legal exposure without evidence. No affordable system creates a complete, tamper-proof record of every action taken — until now.

Undetected Patient Deterioration

Between manual rounds, critical conditions escalate in silence. Sentio performs structured checkups every 6 hours and runs continuous anomaly monitoring between visits — ensuring nothing is missed.

Monitoring

Nurse Safety & Physical Abuse

Medical staff — particularly nurses — face physical aggression, unsafe working conditions, and emergencies that go unwitnessed. Sentio is on watch, always. It sees, records, and responds.

Staff Protection

Medication Errors & Missed Doses

Medication errors rank among the leading causes of preventable hospital deaths globally. Sentio's automated dispensing system eliminates human error from the medication chain entirely.

Medication Safety

No Accountability Infrastructure

No affordable system currently creates a complete, cryptographically signed record of every person, action, and clinical event in a ward. Sentio does — automatically, in real time, without exception.

Accountability

Our Core USP

The guardian that never
leaves a nurse unprotected.

Nurses are the backbone of every hospital — and the most exposed. They face physical aggression, work in isolation, and have no witness when danger arrives. Sentio was built, first and foremost, to change this.

🛡️

Physical Safety

Active Body Protection & Aggression Detection

Sentio's computer vision engine continuously tracks human movement using 17-point skeletal analysis. It identifies signs of physical aggression, threatening posture, and violent confrontation the moment they begin — not after. When a nurse is in danger, Sentio acts before anyone else can.

Real-time pose-based aggression recognition

Silent SOS: three dedicated physical trigger buttons

Automatic alert to security & senior staff

Every incident video-logged & cryptographically sealed

👁️

Continuous Surveillance

A Witness That Is Always Present

In a ward where a single nurse may manage multiple patients across long corridors, Sentio provides uninterrupted monitoring. Falls are detected within seconds. Struggles are flagged in real time. No incident goes unwitnessed, and no report can be disputed — because Sentio saw everything, and it never forgets.

Instant fall detection via skeletal keypoint analysis

360° ambient camera surveillance

Tamper-proof incident documentation

Legal-grade event records for dispute resolution

📋

Workload Relief

A Partner That Handles What Humans Shouldn't Have To

Nurses are overburdened — not because they are insufficient, but because the system demands more than any human can sustainably give. Sentio takes over scheduled rounds, medication dispensing, vital capture, and documentation — freeing nurses to do what only humans can: provide care, compassion, and clinical judgment.

Autonomous scheduled patient checkup rounds

Automated medication dispensing & logging

AI-generated clinical summaries & reports

Voice-interactive — no screens, no typing

⚖️

Legal Protection

Evidence When It Matters Most

False accusations, disputed events, and unrecorded abuse are realities in understaffed wards. Sentio's cryptographic audit trail creates irrefutable, timestamped evidence of every interaction — protecting nurses legally, professionally, and personally. When there's a record, there's accountability for everyone.

Cryptographic event chain — unalterable by anyone

RFID access log for every person in the room

Exportable evidence packages for legal proceedings

Staff safety score dashboard for management

1 in 4

Healthcare workers experience physical violence annually

3×

Higher risk of assault in healthcare vs. other professions

78%

Of incidents go unreported due to lack of evidence

Affordable autonomous protection systems exist today

Sense

Protect

Connect

Record

What is Sentio

Not a device.
An intelligence for care.

The name Sentio comes from the Latin verb sentiō — "I feel, I perceive, I sense." This is not branding. It is the engineering mandate: a machine that does not execute commands blindly, but genuinely understands the environment and the people within it.

Sentio is a modular nurse-assistive robot — a platform that travels the ward on schedule, performs structured patient checkups, monitors continuously for anomalies, dispenses medications on time, protects nursing staff, and maintains an unbreakable record of everything that happens.

It is designed for hospitals, elder care facilities, and — critically — for the rural communities and understaffed clinics where a fully qualified physician or trained nurse may never arrive.

"Sarbat da Bhalla" — welfare of all.

The Sikh philosophical principle at the foundation of this project

Four Pillars

Every problem.
A precise answer.

Sentio was engineered around specific, documented failures in healthcare — not as a general-purpose platform, but as a deliberate response to four crises that are killing people right now.

🫀

Monitoring

Structured Vital Checkups

Sentio performs scheduled patient rounds every 6 hours — capturing heart rate, SpO₂, ECG waveforms, and temperature. Between rounds, AI monitors for deterioration patterns and alerts staff before conditions become critical.

SpO₂ & Heart Rate per round

Live ECG Waveform Capture

Contactless Temperature Sensing

AI Anomaly Detection & Alerts

🛡️

Staff Safety

Active Nurse Protection

17-point skeletal tracking detects falls, physical aggression, and unsafe situations in real time. Three physical SOS triggers ensure instant escalation when voice is impossible. No incident goes unwitnessed or undocumented.

Real-Time Fall & Aggression Detection

3 Physical SOS Trigger Buttons

360° Ambient Camera Monitoring

Legal-Grade Incident Records

💊

Medication

Precision Dispensing System

An onboard dispensing module manages multiple medications on a digital schedule — eliminating missed doses and cross-patient errors. Every dispense event is cryptographically timestamped. Injection and vaccine tracking ensure complete visibility.

Automated Dispensing Module

Digital Medication Scheduler

Injection & Vaccine Tracking

Missed-Dose Alert System

🔐

Accountability

Unbreakable Audit Trail

Every person who enters a room, every vital captured, every medication dispensed — cryptographically signed at the moment of occurrence in an immutable log. RFID authentication creates absolute traceability from admission to discharge.

RFID Staff Authentication

Cryptographic Event Timestamping

AI-Generated Clinical Reports

Exportable Audit Archive

Intelligence Architecture

Three layers.
One unified mind.

Sentio's intelligence is distributed across three tiers — critical decisions at hardware speed, deep reasoning in the cloud, and everything in between handled onboard. Every layer is engineered for clinical reliability.

Layer 3 · Cloud

Conversational AI & Population Intelligence

Long-horizon reasoning, voice, data analytics

🌐

5G Low-Latency Network

Sub-10ms via DoT Experimental Labs

🤖

Medical AI Reasoning Engine

Conversational context & clinical analysis

📹

Video Call Infrastructure

Doctor-patient remote consultation

🧬

Population Health Cloud

Pattern analysis across deployments

Layer 2 · Intelligence

Central Processing & Onboard AI

Local inference, dashboard, real-time bridge

🧠

Onboard AI Processor

Fully offline capable — zero cloud dependency

👁️

Computer Vision Engine

Pose estimation, fall & aggression detection

🎤

Offline Voice Intelligence

Speech-to-text without internet

📊

10-inch Touch Dashboard

9-module clinical interface

Layer 1 · Edge

Real-Time Sensing & Actuation

Millisecond hardware response

💓

Vital Signs Aggregator

SpO₂, ECG, HR, temperature — every round

🔑

RFID Authentication Node

Session & access management

⚙️

Autonomous Navigation

Ward traversal & motor control

📡

Wireless Mesh Network

Peer-to-peer inter-module comms

Beyond the City

Where doctors
cannot reach.

Sentio was not designed for premium hospitals alone. It was designed for the places that have been left behind — the primary health centres, rural clinics, and underserved communities where the absence of care is a daily reality.

650M+

Indians with severely limited medical access

80%

Of specialists concentrated in urban India

6hrs

Average care gap between manual rounds

24/7

Sentio operates continuously — without fatigue

🏥

Bridging the Doctor Gap

Where a physician visits once a week, Sentio acts as a constant clinical presence — conducting examinations, documenting findings, and connecting patients with remote doctors via live video consultation.

📹

Live Doctor Video Consultations

A specialist in a city hospital can remotely examine a patient in a rural clinic — with real-time vitals, ECG waveforms, and medication history visible on both ends of the call simultaneously.

🤝

Empowering Less-Trained Staff

Where nursing staff lack advanced clinical training, Sentio provides AI-guided protocols, real-time prompts, and structured workflows — dramatically raising the quality of care achievable with existing human resources.

Data Intelligence Pipeline

💓

Patient Vitals

Structured capture every 6-hour round

→

🛡️

Safety Events

Every fall, SOS, & incident logged

→

💊

Medication Records

Dispense history & adherence tracking

→

🔑

Access & Event Logs

Cryptographically signed, immutable

→

↓

🧬

Population Health Intelligence

Aggregated, anonymised data enables AI pattern discovery across populations — identifying outbreaks, drug interaction risks, and systemic failures before they become crises.

Beyond the Bedside

Data that transforms
populations.

Every checkup Sentio performs, every medication dispensed, every incident documented — aggregated across deployments, this becomes one of the most valuable clinical datasets in India.

Sentio is not just a robot. It is a data infrastructure — one that enables AI models to identify patterns invisible to any single hospital, and solve problems at a scale individual clinicians cannot see.

Early Disease Outbreak Detection

Identify geographic clusters of deteriorating patients before formal diagnosis confirms a pattern.

Drug Interaction Risk Analytics

Correlate medication combinations with adverse outcomes across populations — not just individual cases.

AI-Assisted Clinical Research

Enable researchers to study de-identified datasets that simply don't exist today.

Systemic Care Gap Identification

Surface the moments where the system fails people — not averages, but specific, actionable failures.

The Interface

Nine modules.
One clear picture.

A dedicated 10-inch touchscreen interface gives clinical staff complete situational awareness. Every screen is purpose-built for healthcare — not a generic dashboard repurposed for a ward.

Live Vitals

SpO₂

98%

74bpm

Temp

36.7°C

All Normal

Patient Database

BED-1

Rajinder S. Stable

BED-2

Kamaljit K. Watch

BED-3

Sukhvir M. Stable

BED-4

Harpreet D. New

Medication Schedule

Metformin

06:00 ✓

Atorvastatin

12:00 →

Amlodipine