CarGlow OS
One platform. One standard. One workforce.
CarGlow is building India's digital infrastructure for sustainable vehicle cleaning — starting with Bengaluru's apartment communities. We don't bring in a new workforce; we organize, train, certify and digitize the vehicle cleaners who already work in the city's apartments every day.
The thesis
Bengaluru's apartment communities already employ an informal but skilled workforce of vehicle cleaners. Rather than disrupt that relationship, CarGlow gives it structure: a certification ladder, a zero-water methodology, digital attendance and evidence, transparent payouts, and a public sustainability ledger. Every apartment becomes a micro service hub — serving its own residents daily, and on-demand customers nearby.
What we run on
Two business models
Model A is a daily apartment subscription per vehicle. Model B is an on-demand quick wash with live tracking and an honest, zone-specific ETA. Both share the same workforce, evidence pipeline, and ESG ledger.
Evidence-first
Every wash requires geo-tagged before/after photos bound to the vehicle. Without validated evidence, a job cannot complete, invoice, or pay out — no exceptions.
A public ledger
Every completed wash writes an append-only entry: litres saved, CO₂e avoided, ward, method version. Corrections are compensating entries, never deletions. Anyone can check it at /impact.
Human-in-the-loop
AI assists — classifying complaints, flagging suspicious photos — but no cleaner is certified, penalized, or terminated by an algorithm alone. A human always decides.
Our operating principles
Never displaced
Existing cleaners are onboarded, never replaced. Certification is a ladder, not a gate.
Zero water by default
Every wash assumes the waterless method; any exception needs a logged supervisor override.
Honest promises
We show real arrival-time estimates before payment, and label every sustainability figure with its method version until independently certified.
Aggregates for the state
Any civic or CSR-facing surface we build is aggregate-only by construction — no resident or cleaner personal data is ever reachable through it.