📢
GGH Nellore signs 1-Year MOU with SIGNN — 150+ staff live on platform
+91 75086-12345
SIGNN intelligent systems
validating human readiness
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Pre-Shift Staff Readiness Platform

Validate Every Shift Before It Begins

When staff enter verified and ready, every shift is safer. SIGNN combines 5 validation signals — identity, presence, declaration, cognition, and trend — in a sub-60-second QR scan. No app. No hardware. No exceptions.

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🛡️
NABH Compliant
HRM.9 Ready
2026 Compliance Framework
ABDM Sandbox Applied · Provisional Patent Filed
10:43▪▪▪ 🔋
SIGNN · GGH Nellore
Provider Network ▾
Pending
Alerts
Ready
⚠ Flagged 7:40 AM
Cognitive Test Failed
Arun Mahesh · Ward B
Reaction: 820ms (limit: 650ms)
Reassign
Override
✓ Ready 7:35 AM
All Signals Passed
Priya Sharma · OT Tech
HRS: 96% · 5/5 signals ✓
View Report

SIGNN Ecosystem — Readiness Intelligence Across Every Sector

From Healthcare to Government, Education to Industry — one platform, one standard, universal readiness.

Healthcare
Fire & Rescue
Police & Security
EdTech
Automotive
Construction
Retail
Logistics
End-to-End Shift Validation

A system of readiness validation across signals and staff — so supervisors know who is actually fit for duty before the shift begins.

4,500+
Pre-shift scans completed
<60s
Full 5-signal validation
98%
Shift compliance rate
150+
Active users at GGH Nellore
0
Hardware or app required
NABH
HRM.9 compliance built-in
Readiness Intelligence Across All Sectors

Healthcare is our proving ground. The same 5-signal validation engine powers readiness across every industry where human performance matters.

Healthcare
Hospitals, clinics, and nursing homes where patient safety depends on staff readiness.
NABH · NHA · ABDM
Fire & Rescue
Fire brigades and emergency response teams requiring real-time fitness validation.
NFSC · State Fire Act
Police & Security
Law enforcement and private security where alertness is mission-critical.
BPR&D · State Police Manual
EdTech
Schools and universities ensuring faculty and staff are present and prepared.
CBSE · UGC · AICTE
Automotive
Manufacturing plants and service centers where fatigue can cause critical errors.
ISO 45001 · OHSAS
Construction
Construction sites requiring daily safety compliance and worker verification.
Building Codes · BOCW
Retail
Retail chains managing large shift-based workforces across multiple locations.
POSH · Labor Laws
Logistics
Warehouses and delivery fleets where driver alertness directly impacts safety.
MV Act · Logistics Standards
Solve Readiness Gaps at the Point of Entry

Supervisors should not have to guess who is fit for duty. SIGNN ingests 5 signals at shift start, validates, and routes the right response automatically.

Staff IdentityWho is scanning
Face Verify
QR Auth
Shift PresenceWhen & Where
Geo-Location
Time Check
Readiness CheckFit for Duty
Declaration
Cognition
Compliance OutputSupervisor & Audit
Dashboard
PDF Reports
Trend Engine
Detect chronic absenteeism
7-day behavioral patterns
SIGNN Readiness Engine (system agnostic)
Computes Human Readiness Score in real-time
Connects ABDM, EMR, and WhatsApp alerts
Automates escalation and supervisor workflows
Delivers NABH HRM.9-ready audit reports

Supervisors Are Not Compliance Systems

When there's no validation at shift entry, supervisors manually assume staff readiness — guessing from appearance, registers, and hope. The result: proxy attendance, impaired staff, compliance failures, and patient safety risk. SIGNN removes the burden so supervisors can lead, not audit.

After SIGNN: Zero-Touch Readiness Validation

  • Five signals validate automatically in under 60 seconds
  • Face verification confirms correct identity instantly
  • Cognitive test flags fatigue before staff enter the ward
  • Automated escalation logic for flagged staff
  • Closed-loop audit trail from scan to shift completion
  • Real-time readiness insights drive decisions instantly
👩‍⚕️
✓ Shift Validated — HRS: 96%
Every shift. Every staff member.
Verified before they enter the ward.

SIGNN Academy — Building the Readiness Workforce of Tomorrow

Partnering with Nursing and B.Pharmacy colleges across India to train 2026 pass-outs on workforce readiness, compliance, and shift-based accountability. Quarterly workshops led by industry experts in wellness, nutrition, yoga, and behavioral health.

College Partnerships
Nursing & B.Pharmacy colleges
Expert Workshops
Quarterly training sessions
Certification Program
Readiness Officer training
Behavioral Health
Stress & wellness modules

Expert Partners

Nutritionists Wellness Coaches Yoga Instructors Cult.fit Behavioral Experts Stress Management

Academy Impact — by Dec 2026

12+
Partner CollegesNursing & B.Pharmacy across AP, TS, KA
1000+
Students Trained2026 pass-out batch readiness program
Q1-Q4
Quarterly Workshops4 workshops per year per chapter
6
Expert DomainsNutrition, Yoga, Wellness, Cult, Behavior, Stress

SIGNN Pulse — Quarterly Magazine

Covering all updates from every chapter, sector, and partnership across the SIGNN ecosystem.

📰
Launch Edition
The Readiness Revolution Begins
GGH Nellore goes live with 150+ staff. First college partnerships signed. NABH compliance framework unveiled.
Jan-Mar 2026 24 pages
📰
Growth Edition
Expanding Across Sectors
Fire brigade pilot launched. Academy workshops begin. New sector compliance modules: Automotive, Construction, Retail.
Apr-Jun 2026 32 pages
📰
Innovation Edition
AI-Powered Readiness Intelligence
Trend engine v2.0 release. Multi-sector compliance mapping. SIGNN Pulse goes digital with interactive dashboards.
Jul-Sep 2026 40 pages
Founder's Bite
"We started SIGNN not because hospitals needed another attendance system, but because every patient deserves a caregiver who is verified, present, and cognitively ready. Readiness is not a feature — it is a fundamental right of every patient and every organization that serves them."
TS
Tayi Saikishore
Founder & CEO, SIGNN Intelligent Systems
The People Behind SIGNN

Founding Engineers

Founding engineering and consulting team from DeployH AI Technologies Private Limited

PN
Phanindra N
Founding Engineer
Architect of the SIGNN Readiness Engine. Built the 5-signal validation system from scratch. Full-stack development and system architecture.
SV
Swathi Vadla
Founding Engineer
Product engineering and UX architecture. Drives the technical vision across healthcare and multi-sector expansion with a UX-first approach.
SM
Sowmya Mora
Founding Engineer
AI/ML pipeline and cognitive test algorithms. Human Readiness Score computation and trend engine development. Data science lead.

Consulting Team

RS
Rakesh Sarikonda
Head of Operations
Oversees on-ground implementation, client onboarding, and operational scaling across all sectors. Ensures seamless deployment at every client site.
SS
Sneha S
Head of Research
Leads research initiatives in workforce readiness, cognitive testing, and sector-specific compliance mapping. Drives innovation through data-driven insights.

Advisory Group

DC
Dr. Dinesh Chandra Sekhar
Advisor — Strategy & Mentorship
Guides SIGNN's long-term strategy, founder mentorship, and institutional positioning. Brings senior leadership perspective to scaling the readiness network.
KM
Dr. K Madhavi
Superintendent, Govt General Hospital Nellore
25+ years in public healthcare administration. Founding hospital partner and SIGNN's Hospital Readiness Chapter Head for Andhra Pradesh, leading readiness initiatives across the state.
LN
Dr. Lakshmi N
Clinical Readiness Chapter Head — Telangana
Clinical readiness leader driving adoption across Telangana hospitals and clinics. Bridges clinical practice with readiness technology.
VV
Dr. Vivek Viswanathan
Clinical Readiness Chapter Head — Coimbatore
Leading clinical readiness expansion in Tamil Nadu. Expert in hospital quality management and NABH compliance frameworks.
CN
Chakradhar Nallam
Advisory Group Country Head — Distribution & Channel Networking
Oversees nationwide distribution strategy and channel partner network. Drives SIGNN's expansion into Tier-2 and Tier-3 cities across India.

SIGNN Compliance Engine

Mapping all 5 readiness signals to sector-specific compliance frameworks — making workforce readiness transparent for management, auditors, and regulators.

Healthcare
Hospitals, Clinics, Nursing Homes

NABH · NHA · ABDM

Maps Identity, Presence, Declaration, Cognition, and Trend signals to HRM.9 standards. Auto-generates NABH audit-ready reports with timestamped evidence.

HRM.9 ABDM Sandbox ISO 27001
Fire & Rescue
Fire Brigades, Emergency Response

NFSC · State Fire Act

Validates physical fitness, alertness, and equipment readiness before every shift. Ensures emergency responders are mission-ready with cognitive benchmarks.

NFSC Standards Physical Fitness Alertness Test
Police & Security
Law Enforcement, Private Security

BPR&D · State Police Manual

Officer readiness validation with stress indicators and behavioral pattern tracking. Ensures law enforcement personnel are fit for high-stakes duty.

BPR&D Stress Monitoring Behavioral Tracking
EdTech
Schools, Universities, Institutes

CBSE · UGC · AICTE

Faculty and staff attendance verification with cognitive readiness for classroom engagement. Ensures educational institutions maintain quality standards.

CBSE UGC AICTE
Automotive
Manufacturing, Service Centers

ISO 45001 · OHSAS

Worker fatigue detection and safety compliance on assembly lines. Prevents accidents caused by impaired alertness in high-risk manufacturing zones.

ISO 45001 OHSAS Fatigue Detection
Construction
Building Sites, Infrastructure

Building Codes · BOCW

Daily worker verification and safety compliance tracking. Ensures every construction worker is certified, present, and physically fit before entering the site.

BOCW Building Codes Safety Tracking
Trusted by healthcare facilities across India
GGH Nellore
KIMS Nellore
Dr. Lakshmi Hair & Skin Clinic
Dr. Vasireddy Clinic
Yashoda Hospitals
Fertinest Hospitals
What Healthcare Leaders Are Saying
★★★★★ Verified Client "

SIGNN made our shift entry compliance completely effortless. The QR system required zero training — our 150+ staff adopted it on day one. Full real-time visibility into who is fit for duty before they enter the ward.

DM
Dr. Madhavi
Superintendent, GGH Nellore
Learn More
★★★★★ Verified Client "

Even with just 2 staff, knowing they begin every shift verified, cognitively ready, and on-location matters. SIGNN proves readiness isn't about headcount — every practice, big or small, deserves the same standard.

DV
Dr. Vasireddy Medcare
Yearly Subscriber — 2-Staff Deployment
Learn More
★★★★★ Verified Client "

As a clinic owner I finally have documented proof of staff punctuality and cognitive readiness. SIGNN replaced guesswork with real data. The 7-day trend reports changed how I manage my team permanently.

DL
Dr. Lakshmi
Dermatologist, Miyapur
Learn More

Validate Readiness. Accelerate Compliance.

Let's show you how SIGNN makes every shift start with documented, multi-signal proof of staff fitness for duty — turning a QR scan into a compliance record.

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SI
SIGNN Health System
GGH Nellore Network ▾
You're On Shift: Morning Supervisor
Messages 1
Alerts
Reports
🔔
PRIORITY
Cognitive Flag — Ward B
Arun Mahesh · Reaction 820ms · Reassign?
7:40
Priya Sharma
All 5 signals passed · HRS 96% ✓
7:35
Rajesh Kumar
Identity verified · Presence confirmed ✓
7:32
Sunitha Naidu
Declaration submitted · Scanning…
7:30
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