Case studies
Results measured in the field
Selected engagements, anonymized where required by client agreements.
Smart City
Adaptive signal pilot at a congested urban junction
Deployed ISTSS edge units at a four-arm junction with fixed-timer signals. Adaptive timing reduced measured peak-hour queue lengths and produced the first per-approach density data the corporation had ever had.
- Per-cycle adaptive green splits live within 6 weeks
- Junction health telemetry replacing manual inspection
- Emissions-savings baseline established for scale-up proposal
Manufacturing
PPE compliance analytics across a manufacturing plant
Auravex AI deployed on existing CCTV in helmet-mandatory zones. Shift-wise compliance reports gave safety officers evidence-based conversations instead of spot checks.
- Existing cameras reused — no hardware replacement
- Sub-second on-site alerts for violations
- Weekly compliance trend reports per zone and shift
Communities
Digitizing operations for a 400-flat housing society
Community AI replaced WhatsApp groups and paper registers. Complaints, notices and vendor AMCs moved to tracked workflows with an AI assistant answering routine resident queries.
- Complaint resolution time made visible for the first time
- Committee handover simplified by documented history
- Routine queries deflected to the AI assistant
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