Digitizing Awareness

The Intelligence Layer for the Physical World.

Most of the physical world goes unobserved. Assets degrade, hazards form, and incidents happen between inspections — in the dark. AI& by CamCom digitizes awareness: it turns what your cameras already see into structured understanding your teams and systems can act on.

CamCom is a full-stack visual intelligence platform built for defect and damage assessment — 8 years in production, trained on 500M+ customer-validated images.

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6

Fortune 500 Customers

500M+

Images Processed

8

Years in Production

Manual inspection is your biggest revenue leak.

Subjective assessments, inspection backlogs, and invisible incidents don't just create operational friction — they create measurable financial exposure. Here's what it costs when human eyes are the last line of defence.

Insurance

Loss ratio inflation starts at the inspection.

Manual claims inspection is slow, subjective, and inconsistent across adjusters. Pre-existing damage goes undetected at underwriting. Fraudulent claims slip through at settlement.
Pre-existing damage goes undetected at underwriting. Fraudulent claims slip through at settlement.

Manual claims inspection is slow, subjective, and inconsistent across adjusters.
Pre-existing damage goes undetected at underwriting.

5 minutes

End-to-end Claim processing

Public Safety

Incidents move at city speed. Inspections don't.

Cities deploy manual inspection fleets to assess roads, infrastructure, and public spaces — but coverage is periodic, subjective, and expensive.
Meanwhile, CCTV operators monitoring hundreds of feeds react to harm rather than preventing it.

Cities deploy manual inspection fleets to assess roads, infrastructure, and public spaces — but coverage is periodic, subjective, and expensive.
Meanwhile, CCTV operators monitoring hundreds of feeds react to harm rather than preventing it.

76% reduction

Operational inspection costs

Hospitality

80% of operational risk occurs when nobody's watching.

Housekeeping audits happen 1–2 times per shift.
Incidents happen continuously.
Slip hazards, hygiene gaps, asset degradation, and guest experience failures go undetected between rounds.

Housekeeping audits happen 1–2 times per shift.
Incidents happen continuously.

80% gap closed

Operational risk outside active observation windows

OEM

99.97% defect accuracy. At the speed of your line.

Inspect every vehicle that leaves your line with an AI World Model that understands the physics of manufacturing.
From 50-micron paint defects to laser-precise dimensional alignment, catch what human eyes miss without slowing your conveyor.

Inspect every vehicle that leaves your line with an AI World Model that understands the physics of manufacturing.
From 50-micron paint defects to laser-precise dimensional alignment, catch what human eyes miss without slowing your conveyor.

99.97%

Defect Detection Accuracy

We call it Digitizing Awareness.

Awareness has always been analogue — an inspector’s eye, a supervisor’s round, an operator watching a wall of screens. Analogue awareness doesn’t scale, doesn’t persist, and fails exactly where it’s needed most: between rounds, after hours, at the edge of attention. AI& makes awareness digital — continuous, structured, and everywhere a camera already is.

Awareness emerges from uncertainty. That’s why our world is dark — and our detections glow.

From raw image to structured decision - in under 60 seconds.

CamCom gives you full autonomy over how visual data enters the system. Use your existing cameras, deploy our TriNetra™ AI-guided capture tool, connect dashcams, drones, or bespoke RIGs — or any combination. Whatever the input, the output is always the same: structured, actionable intelligence delivered directly into your workflows.

STEP 1

Capture — your way

Use what you have — existing CCTV, mobile submissions, dashcams, satellite imagery, or fixed RIG installations.
Or deploy TriNetra™, our AI-guided image capture tool, which provides real-time prompts to ensure complete, high-quality capture every time.

STEP 2

Analyse — with physical intelligence

STEP 3

Deliver - structured intelligence

Physics over pixels.

Conventional vision AI is trained to recognise what damage looks like in its training data. AI& is trained to understand how damage happens — the physics of material failure, surface degradation, and structural stress.

Conventional computer vision looks for patterns. CamCom understands the physical rules behind them — how materials behave, degrade, and fail under real-world conditions.

Three capabilities. One layer of awareness

AI& is organised around what it does — not just where it's deployed. Each capability carries its own ontologies: the industry contexts where it is configured, deployed, and proven.

Vigil by CamCom — Detection with Ontologies

Explore Vigil

The Problem

Real-time detection of hazards, incidents, SOP lapses, and compliance gaps — as they happen, not after
Edge-deployed: intelligence lives on-site, where operations happen
Ontologies: Public Safety · Hospitality · Facilities · Automotive Aftermarket (where edge deployment fits)

The CamCom Solution

Vigil turns passive camera networks into continuous operational awareness — detecting what matters and routing it to the team that acts on it, in real time.

83%faster public safety incident resolution

76%Reduction in manual inspection and operational costs

ContinuousMonitoring vs 1–2 manual audits per shift

30 daysto edge deployment

Explore Vigil

Built different. Proven different.

Three structural advantages built over 8 years that no general-purpose vision model - and no point-solution competitor can replicate overnight.Three structural advantages built over 8 years that no general-purpose vision model - and no point-solution competitor can replicate overnight.

Physical intelligence, not pattern matching

Our AI World Model is trained on the physics of the real world — how metal warps, how plastic splinters, how concrete degrades, how glass shatters.Our AI World Model is trained on the physics of the real world — how metal warps, how plastic splinters, how concrete degrades, how glass shatters.

500M+ customer-validated training images
24-billion parameter AI World Model
Six Sigma-level accuracy in defect detection

500M+ customer-validated training images
24-billion parameter AI World Model
Six Sigma-level accuracy in defect detection

8 years of proprietary domain data

A competitor can build an API in months. They cannot replicate 8 years of proprietary, customer-validated training data across motor, property, public safety, logistics, and hospitality. Every CamCom model is built on a foundation of real-world inspection data — annotated, validated, and refined in production with 25+ enterprise clients across 30+ countries.A competitor can build an API in months. They cannot replicate 8 years of proprietary, customer-validated training data across motor, property, public safety, logistics, and hospitality.

8 years in production
25+ enterprise clients
30+ countries deployed

8 years in production
25+ enterprise clients
30+ countries deployed

Full-stack deployment — your infrastructure, our intelligence

We don't sell an AI app you plug in and hope works. We orchestrate the entire visual intelligence workflow — from image capture (TriNetra™, existing CCTV, drones, dashcams, RIGs) through analysis, to structured API output that flows directly into your enterprise systems. One integration. End-to-end intelligence. No disruption to your existing operations.We don't sell an AI app you plug in and hope it works. We orchestrate the entire visual intelligence workflow — from image capture (TriNetra™, existing CCTV, drones, dashcams.

Multichannel input
API-first output
Integrates with insurance core systems, municipal safety platforms, and hospitality operations stacks

Multichannel input
API-first output
Integrates with insurance core systems, municipal safety platforms, and hospitality operations stacks

Proof, not promises.

Real enterprise deployments. Hard numbers. Clients who have been with us for years — not months.

Featured

HDFC ERGO General Insurance — India's leading private insurer

Challenge:

Manual break-in inspections were human-intensive, slow, and subjective — driving high loss ratios and poor customer experience.

CamCom Solution:

AI-powered remote inspection deployed via mobile. Real-time damage assessment with guided image capture, automated health scores for premium calculation, and instant policy renewal.

Engagement:

5 years and ongoing. CamCom is the primary contractor.

Results:

Inspection time:8 hours → 5 minutes (99% reduction)

Inspection volume:52,819 → 196,619 (273% increase)

Mean accuracy:+15 percentage points

Revenue:INR 4.6M → INR 12.4M (170% growth)

“CamCom has increased efficiencies and turnaround. The journey with CamCom has been a revelation.”

Atul Gujrathi, Joint President — Claims, HDFC ERGO General Insurance

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Insurance

Eight hours to five minutes

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Aftersales

The dealership that stopped arguing about scratches

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What our clients say

Atul Gujrathi

Joint President – Claims, HDFC ERGO General Insurance

1/4

Shri NitinJi Gadkari Byte

Minister of Road Transport and Highways

2/4

Zurich

3/4

Subhankar Dey

Assistant Vice President -Motor Claim Innovation Team at HDFC ERGO General Insurance

4/4

See what manual inspection is costing you.

A 30-minute demo is all it takes to see CamCom's AI World Model detecting defects and assessing damage on your use case — your asset class, your camera infrastructure, your operational environment. No generic slides. No off-the-shelf pitch. Real output from your reality.

A 30-minute demo is all it takes to see CamCom's AI World Model detecting defects and assessing damage on your use case — your asset class, your camera infrastructure, your operational environment.

Book a Demo Capability overview