About Abhigyan Deployment Sites How it works Why us Ask for a quotation
Vehicle & Site Intelligence

Every vehicle recognised.
Every event searchable.

Abhigyan.ai reads number plates, watches for what matters and keeps a searchable record of it — at a petrol pump, on a city road, or across an industrial campus. Your cameras do the seeing. We do the recognising.

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99.4%
Plate Accuracy
<85ms
Inference Latency
100%
Edge Local Store
CAMERA 02 · ENTRY LANE
READING
AI CCTV Vehicle Capture
IND UP 12 AB 3456
TIME 21:14:07
DIRECTION Entry
SITE Pump 04
LIST Fleet · Matched
The Structural Gap

Cameras record. They do not answer questions.

Most sites already have CCTV. What they do not have is a way to ask it anything.

CONVENTIONAL CCTV NO METADATA

500 Hours of Raw Video

Manual scrubbing required. No index, no timeline, no search bar.

ABHIGYAN EVENT STORE INSTANT QUERY

Discrete Searchable Events

Search by plate string, entry timestamp, dwell period, or vehicle class in milliseconds.

Retrieval

Hours of footage, no index

A question that should take seconds — which vehicle left at 9:40 — takes an afternoon, and often ends with nothing usable.

Silence

Nothing tells you it broke

A camera goes offline, drifts out of position or fogs over. Nobody notices until the day the footage is actually needed.

After the Fact

Evidence, never prevention

By the time anyone looks, the vehicle is long gone. Recording without recognition is a record of what you missed.

Indian Industrial Gate and ANPR Camera
CAMERA 04 · EAST GATE
98.7% CONFIDENCE
Enterprise Computer Vision

Real-world intelligence built for Indian lighting, rain, and dust.

High-speed neural networks calibrated for high-beam glare, obscured plates, non-standard fonts, and extreme angles.

What It Watches For

One system. Switch on only what each camera needs.

Everything runs on the same ingestion, event store, search and evidence layer. Each capability is switched on or off camera by camera.

Number plates & vehicles

  • Plate reading & OCR
  • Make, model and colour
  • Hot-listing & VIP tags
  • Cross-site vehicle search

Traffic violations

  • Signal jumping
  • Wrong-way movement
  • No helmet detection
  • No seatbelt & mobile usage
  • Stop-line and lane discipline

Parking & Dwell Analytics

  • Entry-to-exit turnaround time
  • Overstay & illegal parking alerts
  • Bay & dispenser occupancy tracking
  • Peak hour congestion analytics

Crowd & people

  • Area occupancy counters
  • Density threshold alerts
  • Dwell time analysis
  • Queue length & loitering

Objects & areas

  • Abandoned object detection
  • Restricted zone breach
  • Perimeter tripwire alerts
  • After-hours intrusion logging

Cross-camera movement

  • Single target tracking
  • Camera-to-camera handover
  • Unified journey reconstruction
  • Automated video evidence compilation
ARCHITECTURE

Universal Event Pipeline

REAL-TIME STREAMING
CAMERAS
INGESTION
AI RECOGNITION
EVENT STORE
SEARCH
ALERT
EVIDENCE
Always in Base Layer

Ingestion, immutable event store, command console, full-text search, evidence export and granular role-based access control.

Always Active Health Watcher

Infrastructure health monitoring with continuous link diagnosis, frame-rate validation, and self-healing service daemons.

Two Ways To Deploy

A control room for the estate, or a standalone system at the site.

Same cameras. Same recognition. Same searches. The only question is where the server sits.

Evaluation Parameter Control Room (Central) Standalone (Site Edge)
Hardware at each site Cameras + Edge Gateway Cameras + Local AI Server
Where recording is held Centralised Server & SAN Storage Local Appliance Storage
If the internet drops Edge queues events until restored 100% full local operation without interruption
Adding a location Instant (Plug & Provision) Add standalone server unit
Best suited to Chains, Police, City Networks Individual Petrol Pumps, Yards, Factories
Built For The Sites You Run

One intelligence layer. Every kind of site.

From busy highway fuel stations to high-security manufacturing zones.

Indian Fuel Pump ANPR Detection
PUMP 03 · DISPENSER LANE COMPLIANT LOGGING
HR 26 DQ 8891 · DIESEL · 4.2 MIN DWELL
Featured Deployment

Built around the petrol pump.

Petrol pumps are being directed to install working number plate cameras. The same two cameras that satisfy the requirement can also cut losses and tell you how the pump is running.

Compliance

Every vehicle logged with plate, date, time and lane direction.

Losses

Drive-off alerting with immediate plate, vehicle clip and cashier buzzer.

Safety & Disputes

No-helmet alerting at dispensing bays and shift-wise video index for cash disputes.

Ask for a pump quotation

Traffic & City Roads

Junction and corridor monitoring, ANPR records, wrong-way detection, and red-light enforcement.

Law Enforcement

Hot-listing stolen vehicles, live crime watchlists, court-ready evidence export and corridor tracking.

Industrial Campuses

Automated boom-barrier control, vendor truck turn-around logging, and restricted bay monitoring.

Warehouses & Yards

Truck arrival/departure, dock turnaround measurement, demurrage reduction and bay indexing.

Gated Communities

Resident tag recognition, visitor entry logging, unauthorized parking detection, and blacklist alerts.

Toll & Commercial Parking

Entry/exit reconciliation, duration-based billing audit, repeat customer identification and dispute clips.

Industrial Fleet Terminal Security
CAMERA 07 · LOGISTICS GATE
FLEET MATCH · GATE OPEN
Seamless Ingestion

Zero-touch verification for logistics hubs.

Link physical vehicle movements directly into your WMS/ERP via webhooks and REST endpoints.

How It Works

From vehicle to action, without anyone watching a screen.

Operators are pulled in when there is something to act on. Not before.

01

Capture

Cameras read the plate at the entry and exit lane with zero latency.

02

Recognise

Plate, date, time, vehicle class and direction saved into the event store.

03

Check

Instant query against watchlists, fleet registers and payment rules.

04

Alert

A match or violation triggers console buzzers, SMS, and WhatsApp alerts.

05

Resolve

One-click clip export, operator log signoff, or permanent legal archival.

Interactive Query Engine

Ask the footage a question

QUERY READY
Show vehicles that entered Pump 04 between 09:30 and 10:00
Vehicle: All
Site: Pump 04
Time: 09:30 - 10:00
Direction: Entry
Watchlist: Flagged
UP 12 AB 3456 09:34:12 Entry Pump 04 (Lane 1) Fleet · Matched
DL 01 XX 7821 09:42:31 Entry Pump 04 (Lane 2) Visitor · Unknown
MH 02 CK 9900 09:58:04 Entry Pump 04 (Lane 1) VIP · Whitelisted
Engineering Candor

Four things that decide whether it still works in year three.

Most AI systems fail not because the algorithm is bad, but because the physical site reality was ignored.

01
Not an add-on

Health monitoring is in the core

Watch cameras, servers, disks and links continuously. If a lens gets clouded or drops frames, you know immediately.

02
Modular

Only what you switch on

Capabilities are licensed camera by camera. Pay for ANPR on the entry gate and plain recording inside the yard.

03
Practical

Built for Indian conditions

Custom OCR trained on all state formats, dirty number plates, headlight glare, monsoon spray, and fluctuating voltage.

04
Honest

Nothing quoted before a survey

Camera angle, focal length, lux levels, power and uplink are verified on-site before issuing a fixed quotation.

Get A Price

Tell us your sites.
We will send a quotation.

How many locations, what you want watched, and whether you want a control room or standalone systems. We survey one site, confirm camera position, lighting, power and network, and turn it into a firm quotation with a committed date.

Ask for a quotation Book a site survey
Next Step

Start with one site and a survey.

Compliance deadlines are fixed and surveys take time. Working backwards, the survey needs to happen now. Send us the location count and we will inspect your site.

Start a conversation