iSmartPool
Route Matching Engine

How We Match Your Commute

Six steps from sign-up to shared ride — powered by real road routing, schedule intelligence, and verified corporate profiles.

Join the Waitlist

The Process

From Sign-Up to Shared Ride

Step 01

Verify Your Corporate Identity

Sign up with your email and verify Corporate Identity from recognised company in Hyderabad. We verify your identity so every person on the platform is a real, accountable professional.

  • Company name and office location confirmed
  • Profile visible only to verified matches
Step 02

Set Your Home & Office Locations

Tell us where you live (Kondapur, Madhapur, Manikonda, Miyapur, etc.) and where you work (HITEC City, Gachibowli, Nanakramguda). You can set a flexible pickup radius so you're not walking to an exact pin.

  • Neighbourhood-level home location
  • Flexible pickup radius (0.5 km – 2 km)
  • Multiple office locations supported
Step 03

Define Your Commute Schedule

Set your typical departure window — e.g. "Leave home between 8:45 AM and 9:15 AM". Our algorithm only matches you with people whose schedules overlap, so there's no waiting around.

  • Flexible 30-minute departure windows
  • Separate morning and evening schedules
  • Mark days you work from home
Step 04Core Algorithm

Smart Route Overlap Matching

This is where the magic happens. Our algorithm calculates the actual road route from your home to your office and finds other commuters whose routes overlap by at least 60%. No major detours — ever.

  • Real road routing (not straight-line distance)
  • Minimum 60% route overlap required
  • Maximum 10-minute detour threshold
Step 05

Get Matched & Connect

You'll receive a curated list of 3–5 compatible commuters. Browse their profiles, see their company, route, and schedule — then send a ride request. Both parties confirm before any details are shared.

  • 3–5 curated matches per commuter
  • Mutual confirmation before contact sharing
  • In-app messaging before first ride
Step 06

Ride, Rate & Repeat

Coordinate your first ride, share the fuel cost fairly, and rate each other afterwards. Over time, iSmart Pool learns your preferences and improves your matches — making every commute smoother than the last.

  • Transparent fuel cost splitting
  • Two-way rating system
  • Match quality improves over time

The Algorithm

Six Factors That Drive Every Match

Every match is scored across six weighted dimensions. All six must clear a minimum threshold before a match is surfaced to you.

Geographic Proximity

Home pickup within your chosen radius. Office drop-off within 500 m of your building entrance.

Schedule Compatibility

Departure windows must overlap by at least 15 minutes. Evening return times matched separately.

Route Efficiency

The shared route must not add more than 10 minutes to either commuter's journey. No backtracking.

Trust Score

Verified Corporate Identity, ride history, and peer ratings all feed into a composite trust score.

Company Cluster

Commuters heading to the same tech park or adjacent buildings are prioritised for tighter coordination.

Preference Learning

After each ride, your feedback trains the algorithm to weight your personal preferences more heavily.

Live Routes

Popular Hyderabad Corridors

These are the highest-demand commute corridors in our waitlist data — the routes we're optimising for at launch.

Kondapur
Cyber Towers, HITEC City
82% overlap
9:00 AM departure
Save ₹1,800/mo
Madhapur
DLF Cybercity, Gachibowli
74% overlap
8:45 AM departure
Save ₹2,100/mo
Manikonda
Nanakramguda Financial District
91% overlap
9:15 AM departure
Save ₹2,400/mo
Miyapur
Raheja Mindspace, HITEC City
68% overlap
8:30 AM departure
Save ₹1,600/mo

Ready to Beat the Gridlock?

Join the waitlist and be among the first Hyderabad commuters to experience smarter, greener, more affordable daily travel.

Join the Waitlist

Free. No credit card. Launching in HITEC City first.