Your cameras already see. Resurgenix helps them understand.
Resurgenix adds an AI layer to existing CCTV infrastructure, giving security and operations teams real-time event detection and immediate alerts instead of hours of passive footage.
Works with compatible existing IP cameras, NVRs and RTSP streams. Compatibility is validated during technical assessment.
What Resurgenix can do
A 60-second architectural overview explaining how the Resurgenix intelligence layer connects to existing camera infrastructure to deliver sub-second event alerts.
Illustrative visualization. Actual production deployments depend on site camera angles, lighting conditions, and network assessment.
Read complete video transcript (60 seconds)
1. Most organizations already have hundreds of cameras.
2. But cameras only record. Someone has to be watching at exactly the right moment.
3. Your cameras already see.
4. Resurgenix adds an AI layer on top of the cameras you already have.
5. It detects people, vehicles and restricted-zone entries in real time.
6. The right person is alerted, with the evidence, at the right moment.
7. From factories and warehouses to hospitals and cities.
8. Your cameras already see. Resurgenix helps them understand. Dekhe bhi, samjhe bhi.
DPIIT-Recognized Startup
Department for Promotion of Industry and Internal Trade (DPIIT), Government of India
Exhibitor, Bharatiya Vyapar Mahotsav 2026
Bharatiya Vyapar Mission
Participation in programs, expos and recognitions listed here does not imply endorsement, procurement or partnership with any government body.
Eyes everywhere, limited intelligence behind them
Most commercial and industrial facilities have invested heavily in camera coverage, but passive recording creates critical operational vulnerabilities.
Post-Incident Forensic Scrubbing
Security teams spend hours rewinding multi-channel NVR footage after a theft, breach, or safety accident has already occurred, rather than preventing it in progress.
Screen Fatigue & Human Monitoring Limits
Operators watching 16 to 64 camera monitors simultaneously experience cognitive saturation within 20 minutes, inevitably missing subtle unauthorized entries and perimeter line crossings.
Unenforced Restricted Zones
Hazardous manufacturing sections, IT server rooms, and warehouse inventory vaults remain unguarded when security personnel are patrolling elsewhere on campus.
Prohibitive Hardware Rip-and-Replace Costs
Proprietary smart cameras and closed foreign VMS solutions require organizations to scrap functioning optical hardware and run expensive new structured cabling.
Cloud Video Streaming Bandwidth Bottlenecks
Streaming dozens of continuous 1080p feeds to public cloud servers congests corporate WAN connections and introduces regulatory compliance risks under Indian data protection frameworks.
Fragmented Multi-Site Surveillance
Branch facilities, manufacturing plants, and regional offices operate isolated DVRs without centralized health tracking or unified incident visibility.
Building the brain of the eyes
Resurgenix deploys an intelligent vision software layer on local edge servers or centralized on-premise compute. By ingesting standard RTSP video feeds from your existing CCTV cameras, our computer vision models detect and classify critical operational events in real time.
Compatible IP cameras, NVRs, and RTSP streams
Edge inference appliances or on-prem servers
Spatial object, person, and boundary classification
Context evaluation against pre-configured rules
Sub-second notifications via dashboard and webhooks
Auditable incident records and operational logs
Core platform capabilities
Activate specific computer vision capabilities on your existing streams. Evaluate in a controlled pilot before scaling across facilities.
AI Video Analytics
What it does: Classifies people, vehicles, and objects across multiple simultaneous RTSP camera channels with spatial bounding overlays.
Why it matters: Transforms passive recording feeds into active monitoring streams that automatically highlight noteworthy visual anomalies.
Restricted Zone & Intrusion Detection
What it does: Monitors virtual spatial boundaries and triggers sub-second alerts when unauthorized personnel or vehicles cross defined lines.
Why it matters: Prevents perimeter breaches, unauthorized server room entries, and machinery zone intrusions before physical damage occurs.
AI Attendance & Workforce Intelligence
What it does: Provides contactless workforce attendance verification and zone occupancy tracking using optical verification workflows.
Why it matters: Eliminates biometric smudge errors in industrial environments and maintains auditable, consent-based time-office logs.
ANPR & Vehicle Intelligence
What it does: Recognizes vehicle number plates, identifies vehicle types, and logs entry and exit timestamps at access gates.
Why it matters: Automates gate turnaround logging, restricts unauthorized vehicles, and flags unrecognized delivery trucks at logistics hubs.
Centralized Video Intelligence
What it does: Consolidates stream health diagnostics, camera online/offline statuses, and multi-facility event logs into a unified dashboard.
Why it matters: Gives regional security operations centers total visibility across distributed branches without manual site checks.
Enterprise Security Monitoring
What it does: Delivers end-to-end incident verification workflows, operator audit trails, and role-based access control for corporate teams.
Why it matters: Ensures compliance with internal governance standards and creates structured evidentiary records for enterprise audits.
See What Your Cameras Understand
Real-time neural analysis operating directly across active camera streams — transforming passive recording into instant attendance, crowd density, vehicle movement, and parking dwell metrics.
Technical product walkthrough demonstrating real-time edge computer vision inference across existing IP CCTV streams.
From existing streams to live intelligence in five steps
A disciplined engineering workflow designed to validate camera suitability before any operational commitment.
Connect Existing Streams
Ingest standard RTSP or ONVIF video feeds from your compatible IP cameras and NVRs without rewiring or replacing optical equipment.
Define Rules & Zones
Draw virtual perimeter boundaries, mark restricted corridors, set operational hours, and specify authorized personnel parameters.
Local Edge Inference
Resurgenix computer vision models process video frames locally on edge hardware, filtering environmental noise and classifying targets.
Sub-Second Dispatch
When a rule breach occurs, the system dispatches instant alerts with snapshot evidence to the security console and designated personnel.
Operational Audit & Action
Security teams verify the event snapshot, log the resolution status, and maintain immutable audit records for compliance.
Real-world incident detection in action
Concrete scenarios where automated computer vision prevents security oversights across enterprise facilities.
After-Hours Restricted Corridor Entry
Industrial Shift Attendance Verification
Unregistered Vehicle at Logistics Gate
Night-Time Movement in Raw Material Yard
Virtual Fence Perimeter Approach
Camera Lens Tamper & Offline Alert
Tailored to high-accountability environments
Engineered to solve distinct spatial monitoring challenges across private enterprise and public operations.
Corporate & Enterprise→
Campus perimeter protection, server room access control, and executive floor intrusion monitoring.
Manufacturing & Industrial→
Hazardous machinery perimeter alerts, PPE compliance verification, and shift attendance tracking.
Logistics & Warehousing→
Loading dock vehicle turnaround, inventory cage protection, and gate ANPR logging.
Healthcare & Hospitals→
ICU restricted area entry warnings, newborn ward protection, and emergency bay access monitoring.
Retail Chains & Commercial Hubs→
After-hours stockroom alerts, multi-branch stream health oversight, and store access logs.
Hospitality & Hotels→
Guest floor security, service corridor access control, and baggage intake monitoring.
Explore our municipal crowd flow and urban intersection analytics architecture.
Learn about air-gapped on-premise perimeter intelligence modules.
Engineered for real-world enterprise infrastructure
A principled alternative to proprietary hardware lock-in and prohibitive foreign licensing models.
Works with Your Existing CCTV
Zero camera replacements or proprietary hardware lock-in.
Ingests standard RTSP and ONVIF streams from Hikvision, Dahua, CP Plus, Axis, Hanwha, and other standard IP camera brands.
Local Edge Processing for Data Privacy
Video feeds stay inside your corporate perimeter.
Inference executes on local edge servers or on-premise appliances. Raw video never streams over public clouds unless explicitly requested.
Sub-Second Alerting vs. Hours of Rewind
Active threat interception instead of historical forensics.
Computer vision models classify spatial events in milliseconds, pushing instantaneous alerts with snapshot evidence to security workstations.
Modular Capability Enablement
Deploy only the analytics modules your site requires.
Activate restricted zone detection on perimeter cameras and workforce attendance at entry gates without purchasing monolithic VMS suites.
Controlled, Low-Risk Pilot Evaluation
Prove detection accuracy on 3 to 5 cameras before committing.
Structured proof-of-concept program validates stream compatibility, false-alert thresholds, and lighting resilience on your actual site.
Engineered in India for Indian Infrastructure
Resilient to challenging lighting, dust, and variable bandwidth.
Developed in Kolkata, West Bengal with direct access to local engineering support, timely firmware updates, and regulatory DPDP Act alignment.
The Team Building the Intelligence Layer
Engineers, product builders, and business leaders shaping physical surveillance infrastructure into real-time operational intelligence.
Souryodipto Debnath
Founder & CEOResurgenix Technologies“Driving the vision behind AI-powered infrastructure intelligence and leading product strategy.”
AI Infrastructure Vision & Product Strategy
Start with a pilot on your existing cameras
We believe enterprise software should prove its value on your actual camera feeds before you make any capital commitment.
Review camera make/model inventory, network topology, and specific operational pain points.
Verify RTSP stream stability, frame rate, resolution, and lens angle suitability across test locations.
Connect 3 to 5 priority camera feeds to a test instance. Configure spatial zones and detection rules.
Evaluate detection accuracy, false positive rates, and alert responsiveness with your security team.
Scale across additional camera channels, multi-site branches, and integrated operational dashboards.
Frequently asked questions
Direct answers to key technical, compatibility, and procurement questions.
Ready to see what this could look like in your organization?
Schedule a 30-minute technical consultation with our engineering team. We will review your existing camera layout and identify high-value pilot detection zones.
Or speak directly with our team in Kolkata: +91 6290985464 | admin@resurgenixtechnologies.com