Security operators reviewing a video analytics video wall in an operations centre
Video analytics case studies & outcomes

From camera to intelligence to measurable action.

What changes when DhurgAI goes live on your cameras: security teams respond faster, sites get safer, and operations run on measured data instead of estimates.

Business outcomes

Six outcomes DhurgAI delivers.

Every deployment is configured around the outcome that matters most to you, then measured against it.

Unattended suitcase flagged by AI object detection in a bright public concourse

Strengthen Security

Catch intrusions, loitering and unattended objects as they happen, not hours later in a footage review.

Workers in hard hats and vests detected near a forklift on a factory floor

Improve Safety

Continuous PPE, proximity, fall and fire monitoring that alerts supervisors before incidents escalate.

Construction workers in helmets and high-visibility vests monitored for PPE compliance

Strengthen Compliance

Visual SOP verification and audit-ready evidence for safety and process compliance.

Overhead view of an open-plan office with occupancy zones highlighted by video analytics

Operational Efficiency

Cycle times, counts, queues and occupancy measured automatically instead of estimated by hand.

Video management system dashboard with live camera tiles and analytics charts

Centralised Visibility

Every site, camera and event in one command view, from a single entrance to a distributed network.

Investigator searching recorded CCTV footage on an AI forensic video search screen

Faster Decisions

Structured metadata and dashboards that surface only the events that need attention.

86+Cameras across three live traffic deployments
44Cameras on the GD Naidu Flyover section-speed corridor
10Locations covered in Theni District
24Applications ready to deploy
3Architectures: edge, central and hybrid
Real-world deployments

Built through actual field experience.

Mountain Lamp has delivered real traffic surveillance and intelligent traffic management deployments with TruSight, built on DhurgAI, alongside enterprise video analytics projects.

AI traffic surveillance camera monitoring a busy road junction in Theni district, Tamil Nadu
32 cameras · 10 locations

Theni District

AI-powered traffic surveillance, centralised monitoring and traffic intelligence, including an e-Challan integration workflow across deployed locations.

TruSight ITMS
Section-speed monitoring cameras on the GD Naidu flyover in Coimbatore
44 cameras · Section-speed

GD Naidu Flyover, Coimbatore

Section-speed monitoring that detects vehicles across defined points to determine travel time and calculate average speed.

TruSight ITMS
Traffic surveillance camera pole on the Kallakurichi–Salem highway
10 cameras · Highway

Kallakurichi–Salem Highway

Traffic surveillance at critical highway locations with traffic violation detection and e-Challan integration as key objectives.

TruSight ITMS
Production line conveyor with packages tracked by industrial video analytics
Safety · Security · Operations

Enterprise & Industrial Sites

DhurgAI analytics for PPE, intrusion, people counting and process visibility on existing enterprise camera networks.

Workplace Safety
Deployment journey

What happens between the demo and go-live.

A practical, field-tested process, including the steps most vendors skip.

1. CCTV audit

We assess existing cameras, angles, lighting and network to see what DhurgAI can use as-is.

2. Configure

Zones, lines, schedules, watchlists and privacy masking set up per camera and per use case.

3. Field validation

Accuracy tested in real conditions: day, night, crowds and weather, before alerts go live.

4. Integrate

Connect to your VMS, command centre, e-Challan or business systems through APIs.

Industries

Outcomes across every sector.

Video analytics for Smart Cities & Government: City street with pedestrians, cyclists and a CCTV pole in a smart city deployment

Smart Cities & Government

Security & Public SafetyTruSight ITMSVideo Investigation
Video analytics for Traffic & Law Enforcement: Vehicle detection on cars and trucks travelling along a multi-lane highway

Traffic & Law Enforcement

TruSight ITMSANPR & Vehicle IntelligenceVideo Investigation
Video analytics for Manufacturing: Robotic car assembly line with marked safety zones in a manufacturing plant

Manufacturing

Workplace SafetyIndustrial Intelligence
Video analytics for Logistics & Warehousing: Warehouse aisles with stacked cartons, a forklift and a worker under camera coverage

Logistics & Warehousing

ANPR & Vehicle IntelligenceIndustrial IntelligenceWorkplace Safety
Video analytics for Retail: Shoppers in a supermarket aisle with a customer path traced by retail video analytics

Retail

Retail IntelligenceSecurity & Public Safety
Video analytics for Healthcare: Hospital reception with staff and visitors under ceiling-mounted CCTV cameras

Healthcare

Security & Public SafetyWorkplace Safety
Video analytics for Education: Students walking across a university campus under CCTV camera coverage

Education

Security & Public SafetyVideo Management System
Video analytics for Infrastructure: Electrical substation perimeter fence protected by CCTV cameras

Infrastructure

Security & Public SafetyWorkplace SafetyVideo Management System

Planning an AI traffic or video analytics deployment?

Talk to Mountain Lamp about DhurgAI, TruSight and connected architectures built for real corridors, districts and enterprise sites.

mountainlamptech.com+91 93602 88694