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PRODUCT / VIDEO INTELLIGENCE

Make the footage
easier to understand.

AI-assisted object detection and tracking for reviewable video evidence. Inspect what was detected, where it moved and how confident the model was.

Open video workspace
Vehicle / track 01
Person / track 02
Illustrative tracking overlay
REVIEWABLE BY DESIGN

See the result
alongside its source.

Tracks are tied to the video timeline. Review an object, seek to a moment and adjust the confidence filter to understand what the model produced.

The current workflow uses uploaded video and the video-processing service. Camera-feed integration is scoped separately.

THE WORKFLOW

From footage
to inspectable tracks.

01

Process supported footage

Upload a supported video to the processing service. Detection identifies object classes and bounding boxes in sampled frames.

02

Follow objects over time

The tracking pipeline associates detections across frames and produces timestamped tracks that the reviewer can inspect.

03

Review with context

Select tracks, inspect confidence, seek through footage and toggle labels or trails. Model confidence is a review aid, not a guarantee of correctness.

04

Connect useful outputs

Structured tracking data can be evaluated for a partner workflow. Define data access, retention and the operational purpose before a deployment.

WHERE TO START

Evaluate the footage
your team actually uses.

01

Fleet & depot review

Explore how vehicle and object tracks support review of selected depot or journey footage.

02

Transport-site operations

Test representative camera angles, movement, lighting and occlusion before deciding whether the outputs are useful.

03

Public-safety review

Scope a defined operational use case with authorised reviewers and a clear route from model output to human assessment.

DESIGNED AROUND REAL OPERATIONS

Inside the journey.
Across the fleet.

AI-generated illustration of an Indian taxi cabin at dusk
AI-GENERATED ILLUSTRATION

Cabin context.

Review supported objects in video, inspect confidence and keep the operator in control of escalation.

Open video workspace ↗
AI-generated illustration of a fictional fleet operations room
AI-GENERATED ILLUSTRATION

Connected operations.

Review sessions, vehicles and alerts in your organisation workspace.

Open VV Console ↗
WORKING LOCAL PILOT

Inspect a frame.
Test the review handoff.

The video workspace runs object inference on uploads and sampled camera frames. Its isolated routing demonstration assigns fictional incidents to a nearby demo station, where a reviewer can acknowledge them. A cabin-specific danger model and an approved government connection are not yet available.

Try the video workspace ↗ Open VVGov demonstration ↗
MURLI V TECH / WORK WITH US

Make the next step a measurable one.

Bring your use case. We’ll help define the signals, integration scope and evidence a pilot should produce.

Discuss a pilot