Innovation Lab
Where products come from
The lab exists to graduate ideas into deployable products: every track has a named field problem, a pilot partner target and exit criteria. Research that cannot ship gets retired.
In field pilots
ISTSS corridor coordination
Multi-junction green-wave coordination using junction-to-junction telemetry, extending single-junction adaptive control.
In development
Auravex ANPR module
Number-plate recognition tuned for Indian plate formats, integrated with the existing edge inference pipeline.
In validation
Vein Scanner clinical studies
Structured validation with partner clinicians on visualization quality across skin tones, age groups and lighting.
In research
On-device small language models
Evaluating quantized SLMs for offline assistants in Community AI and field service workflows.
Partner with the lab
We collaborate with institutions, hospitals and city bodies on pilots and validation studies.