From hard problems to working systems.

We will publish case studies when there are real, measured results that our partners have approved for release. Until then, here is exactly where our work stands.

Selected projects

MAARG Intelligence

In development

Smart traffic infrastructure for Indian cities.

What exists today: Product design and development are under way, with the system modelled and tested in simulation first.
What comes next: A first pilot corridor with a city or police partner, measured against current performance.
Published results: None yet. Outcomes will appear here only once measured and approved.

See the product Become a pilot partner

How we will report our work

Every case study will follow the same structure, including what didn't work. Where a partner needs confidentiality, we will anonymise the case and say so.

Context
Problem
Constraints
Approach
System and workflow
Implementation
Measured outcomes
Limitations and lessons

Want to be our first case study?

We are looking for a partner with a corridor that needs fixing and the appetite to measure it properly.

Discuss a pilot