Comutr

Outcome

Pilot testing led to a four-digit boarding flow that made passenger verification 42% faster while keeping the ride start secure.

• 42% Faster boarding
• 40–50% Pilot cost reduction
• 3 Connected product apps

The problem

Daily commuters were stuck between expensive cabs and uncomfortable mass transit.

Comutr began with a validated ride-pooling idea for people travelling daily to employment hubs such as Hyderabad's Hitech City. The opportunity was a reliable, fixed-route middle ground between private cabs and mass transit.

The product needed to turn a manually coordinated carpool into a scalable system while keeping the experience familiar for passengers, useful for drivers, and manageable for operations teams.

The approach

Design one connected mobility system, not an isolated rider app.

The work covered the passenger app, driver app, and admin panel. Familiar mobile patterns were adapted for scheduled pooled rides, area-based matching, shared pickup points, driver route management, and real-time operational oversight.

Passenger flows made advance booking and pickup selection easier. Driver flows surfaced the next useful action without clutter, while the admin experience exposed operational controls such as pricing and location mapping.

Validation

Test the moments that are difficult in the real world.

Pilot runs exposed a practical problem with QR boarding: it was slow in low light and while vehicles were moving. Switching to a four-digit PIN reduced the effort required to verify a passenger and made boarding 42% faster.

Testing also showed that riders needed walking time, not just map distance, to choose a pickup point with confidence. The product introduced clearer proximity cues and gave drivers more flexibility to handle changing pickup conditions.

What stuck with me

• A shared-ride experience only works when passenger, driver, and operations needs are designed as one system.
• Real-world testing reveals situational friction that polished prototype testing can miss.
• Small interaction changes, such as a four-digit PIN or walking-time cue, can remove large amounts of uncertainty.