KEYE — Edge Intelligence
NGSpurs Pvt. Ltd. · Investor Deck 2026
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Physical AI Infrastructure · Series A
NGSpurs Pvt. Ltd.

The Future of AI
Runs on the Edge.

KEYE is the Universal AI Edge Platform — one device, unlimited AI models, every industry. The intelligence layer the physical world has been waiting for.

Edge AIComputer Vision Physical AIIoT Intelligence AI MarketplaceIndustrial AI
50+
AI Models Ready
12+
Industries Served
<10ms
Edge Latency
NGSpurs Pvt. Ltd. · Jamshedpur, India · Est. 2022
KEYE

Factory

Hospital

Rail

City

Robot

Drone

Oil & Gas

Logistics
The Company

Next Generation
AI / ML Solutions
for the Real World

NGSpurs builds and delivers cutting-edge AI/ML-powered products and solutions — empowering businesses to accelerate growth, boost efficiency, and embrace the intelligence-driven future.

40+
Yrs. Combined Experience
5+
Live Products
10+
Enterprise Clients
Certifications & Recognition
ISO 9001:2015 ISO 27001:2022 Startup India Recognised UDYAM Registered
Domain Expertise
Computer Vision Edge AI Field Service Management Facial Recognition Community Management GenAI
📍 Jamshedpur, India · Incorporated Dec 2022
🎯 Mission: Empower every organisation with accessible, practical, transformative AI — regardless of size or industry.
Products Portfolio
K-EYE NGTECH SmartAttendance CommuniShield DashPlug Election Campaign Rider Management
Our Mission
To empower businesses through cutting-edge technology solutions that drive growth and efficiency. We believe AI should be accessible, practical, and transformative for every organisation — regardless of size or industry.
Core Values
Innovation — push boundaries of what's technically possible
Integrity — transparent, ethical relationships
Client-Centricity — your success is our primary metric
Excellence — high quality in everything we build
Clients
The Problem

Cloud AI wasn't designed for the physical world.

Factories don't wait. Hospitals can't afford latency. Ports run 24/7. The real world operates at machine speed — cloud AI simply can't keep up.

Latency
Cloud inference takes 200–800ms when milliseconds mean safety incidents and missed detections.
Privacy & Compliance
Critical industrial video, patient data, and defence feeds cannot leave the premises. On-site processing is mandatory.
Cost at Scale
Continuous cloud inference of 100+ camera feeds costs ₹8–25 lakhs/month per facility — economically unviable.
Fragmentation
Every industry buys different hardware, different AI stacks, different vendors. Zero interoperability. Zero platform effect.
Today's Architecture
📷 Camera
↓
☁️ Cloud
↓
🧠 AI Inference
↓
✅ Decision
~500ms · Privacy Risk · Expensive
KEYE Architecture
📷 Camera
↓
⚡ KEYE
↓
✅ Decision
⚡ <10ms · On-Premise · Secure
The Device
KEYE
Edge AI Computer
Universal. Powerful. Secure.
Any AI model. Any camera. Any industry.
Serves Every Industry
Manufacturing Healthcare Retail Railways Agriculture Construction Mining Defense Power Smart Cities Airports Warehouse
Our Solution

Not another camera.
The brain behind every camera.

KEYE is a Universal Edge AI Computer — plug in any camera, deploy any AI model, get decisions in real-time. On-premise. Secure. Scalable.

⚡ Inference at the Source
GPU/NPU-accelerated edge processing delivers sub-10ms AI inference directly at the camera — no cloud round-trip, no latency, no data leaving the site.
🧠 Any Model, Any Task
Run computer vision, LLMs, speech AI, thermal analysis, and sensor fusion simultaneously on one KEYE device. Switch models instantly via the KEYE Store.
🔗 Universal Integration
Connects to CCTV, IoT sensors, thermal cameras, LiDAR, radar, drones, robots, and enterprise systems (SAP, AWS, Azure) via open APIs.
Deploy any AI model.
Not another device.
Platform

Everything plugs into one platform.

KEYE
PLATFORM
Computer Vision
LLM / GenAI
Speech AI
Thermal AI
IoT / Sensors
Radar / LiDAR
CCTV / IP Cam
Drone Feed
Robot Vision
AWS / Azure
ERP / SAP
GCP / Cloud
One Platform. Thousands of Possibilities.
KEYE Store

The App Store for
Physical AI.

Same hardware. Unlimited intelligence. Every new AI model becomes instant subscription revenue — without shipping a single new device.

Helmet Detection
PPE Compliance
Rail Crack AI
Retail Analytics
Queue Detection
Medical Monitor
Weapon Detection
Fire & Smoke AI
Parking & Traffic
People Counting
Waste Segregation
Emotion AI
Inspired by
🍎 Apple App Store
🤖 OpenAI GPT Store
⚡ NVIDIA NGC Catalog
Revenue per KEYE Device
Hardware (one-time)₹1.5–3L
Subscription (annual)₹60k–1.8L/yr
Marketplace Revenue30% of model sales
Same hardware. New Intelligence. Forever.
Every model on KEYE is incremental recurring revenue — without shipping new hardware.
"The Android of Edge AI"
Platform + Marketplace + Ecosystem
Market Opportunity

We're building
Physical AI infrastructure.

KEYE targets the convergence of Edge Computing, Computer Vision AI, and Industrial IoT — a market growing at 38% CAGR.

TAM — Global Edge AI Market
$61.1 Billion by 2028
SAM — Enterprise Physical AI
$14.8 Billion Industrial segment
SOM — India + ME + US Focus
$2.4 Billion 3-year addressable
Tata Power — Deployed RDSO Railways — Active POC JAPIT — Engaged 3 Manufacturing Pilots Smart City — Shortlisted Tata Power — Deployed RDSO Railways — Active POC JAPIT — Engaged 3 Manufacturing Pilots Smart City — Shortlisted
Target Industries
Manufacturing Railways Utilities Oil & Gas Construction Healthcare Retail Smart Cities Defense Airports Ports Agriculture Mining Logistics
Why now?
→ AI compute costs fell 10x in 3 years — edge inference is now cost-viable
→ India DPDP Act, EU AI Act driving on-premise AI mandates
→ ₹2.5L cr India smart cities + Industry 4.0 creating massive demand
→ No dominant platform player in edge AI marketplace — market is wide open
Business Model

Multiple revenue streams.
Platform-scale economics.

KEYE monetizes at every layer — hardware, software, marketplace, services. As the platform grows, recurring revenue compounds.

Hardware
KEYE Edge Device — ₹1.5L to ₹3L per unit
One-time
Software License / SaaS
Annual platform fee — ₹60k–1.8L per device/year
Recurring
AI Marketplace
30% revenue share on every AI model via KEYE Store
Recurring
AMC & Support
Annual maintenance — 18% of hardware ACV
Recurring
Professional Services
Custom model training, integration — ₹10L–50L
Project
OEM Licensing
License KEYE stack to hardware OEMs — royalty model
Recurring
Unit Economics (100-device deployment)
Hardware Revenue₹2 Cr
Annual Subscription₹1.2 Cr/yr
AMC Revenue₹36L/yr
Year 3 ARR (100 devices)₹1.56 Cr/yr
Why the model scales
📦 Hardware creates installed base → Fleet effect
🔄 Subscriptions compound → Predictable ARR
🛒 Marketplace grows → Platform revenue
🤝 OEM licensing → Asset-light scale
Recurring Revenue Target
70%+ ARR
by Year 3
Go To Market

Three phases. One platform play.

We win vertical by vertical, then unlock horizontal platform value — the same playbook that made Salesforce, Twilio, and Stripe dominant.

Phase 01 · Now
Industrial AI Beachhead
Manufacturing & EHS
Indian Railways / RDSO
Power & Utilities
Oil & Gas
Win anchor customers
Target: ₹5 Cr ARR · 50 devices
Phase 02 · Year 1–2
Smart Infrastructure Expansion
Smart Cities
Airports & Ports
Construction Sites
Launch KEYE Marketplace
Middle East expansion
Target: ₹25 Cr ARR · 500+ devices
Phase 03 · Year 3+
Mass Edge AI Platform
Healthcare & Pharma
Retail & QSR Chains
Drone & Robot OEMs
Government contracts
US & EU market entry
Target: ₹100 Cr ARR · 5000+ devices
Channel
Direct Enterprise + SI Partners
Geographic
India → UAE → US
Key Lever
Govt Tenders + Enterprise SaaS
Ecosystem
AI Developer Marketplace
Why We Win

We don't compete with startups.
We're building the category.

CompanyHardwareAI ModelsMarketplaceMulti-IndustryOn-PremiseCloud
NVIDIA JetsonPartial
Google CoralPartial
AWS PanoramaPartialLimitedPartialAWS Only
Generic CCTV AISinglePartialMostly
⚡ KEYE (NGSpurs)
🏭
Moat #1
Vertical AI models trained on Indian industrial data — not replicable overnight
🛒
Moat #2
AI Marketplace creates network effects — more developers → more models → more customers
🔗
Moat #3
Deep government relationships — RDSO, Railways, Smart Cities create defensible contract moat
"The Android of Edge AI" — Open platform · Developer ecosystem · Hardware-independent scaling
Vision
Every camera.
Every robot.
Every machine.
Every sensor.
Should think before it speaks.
KEYE
Building the Intelligence Layer for the Physical World.
The Ask
₹8 Crore
Series A
Runway
24 Months
To ₹25 Cr ARR
Valuation
₹40 Crore
Pre-money
The People Behind NGSpurs

Core Team

40+ years of combined experience across AI/ML, product development, enterprise architecture, marketing, and academia.

👩‍💼
Abhilasha Rani
Director & CEO
MS Applied Computer Sci., Univ. of West Georgia, USA · 12+ yrs. SDET, QA, Enterprise Products · AT&T, T-Mobile, MetroPCS, Amdocs
AI/ML Strategy Product Leadership US Enterprise
👨‍💻
Rajesh Kumar Gupta
Co-Founder & SR. VP
B.Tech CS NIT Jamshedpur · PGD AIML McCombs UT Austin · 21+ yrs. Product Dev, Enterprise Architecture · AT&T, Comcast, CenturyLink, Amdocs
Enterprise Architecture AI/ML Product Dev
🧠
Madhup Singh Yadav
Chief Consultant
MSc AI & ML Liverpool John Moores · PG Diploma IIIT Bangalore · 16+ yrs. ML Data Science · Founder, Jixtra Technologie
ML Data Science AI Research Entrepreneurship
📊
Amit Agarwal
Advisor — Marketing
PhD Business Admin, Georgia State · Asst. Prof. Penn State Behrend · 15 yrs IT + 3 yrs Academia · Business Development Consulting
PhD Business Admin Biz Development Academia
🔬
Surajit Kundu
Advisor — ECE / R&D
PhD NIT Sikkim · Asst. Prof. ECE, NIT Jamshedpur · 10+ yrs Academia, R&D, Industrial use-case consulting
ECE / R&D Industrial AI Academia
⚙️
Akash Awale
Advisor — Mech. Engg.
PhD IIT BHU · Post Doc IIT Kanpur · Asst. Prof. Mech. Engg., IIT Jammu · 5+ yrs Academia, R&D, Industrial consulting
IIT Researcher Mechanical AI Industrial R&D
📍 Jamshedpur, India
🌐 ngspurs.com
📧 founders@ngspurs.com
🏆 ISO 9001 · ISO 27001 · Startup India