
Proving self-driving software without endless test miles
We recreated situations too rare or risky to drive, and tested localisation against them again and again.
Result. a repeatable validation platform, built to OpenDRIVE and ADASIS standards.
However you engage us, we stay with the work until it is running in the real world.
From a promising idea or a stalled pilot to a system running in production. Computer vision, machine learning and knowledge graphs, built for the conditions they will really face.
Explore AI consulting →Tailored data campaigns for physical AI, automotive, in-cabin and HD mapping. Planned around your model, captured in sync and labelled with care.
Explore data services →The applications and platforms that put AI into your users' hands, and the modernisation that keeps older systems from holding you back.
Explore product engineering →Ready-to-deploy platforms built from our field work: AXIRA, ANTARA, AKSA, ANVAYA, Citizen One, VDeoLytics, SafetyLytics and engineering knowledge graphs.
Explore platforms & solutions →Choose yours, and see the problems we solve there.

Three platforms that give ADAS, autonomy and cabin teams the right data, and the evidence their systems are ready.

The real-world, multi-sensor data your models are missing, planned around your edge cases and ready to train on.

Road digital twins, traffic enforcement, excise track and trace, and citizen services on India's digital rails.

Design-change impact in minutes, and safety alerts from your existing cameras.
VDeoLytics turns the CCTV you already own into footfall, conversion and staffing insight, from one store to your whole network.


Most teams lose months here. We have set out how to choose between collecting, licensing and simulating data, and how a well-run campaign finds the cases your model is missing.
A boutique team of engineers, researchers and data specialists who have spent years inside some of the hardest real-world AI programmes there are.

We recreated situations too rare or risky to drive, and tested localisation against them again and again.
Result. a repeatable validation platform, built to OpenDRIVE and ADASIS standards.

A long-running programme of image, video and 3D labelling, with quality checks at every layer.
Result. consistent, production-grade data, project after project.

Existing cameras read in real time for footfall, behaviour and conversion.
Result. clear daily insight for store teams, with no new hardware.
IIIT Allahabad
University of Maryland
Automation Anywhere
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