AstraConnect
Catch Before You Chase · Digital-to-Dealer engine
Prototype for the TVS RiDE case by Team ChampsGrid, IIM Mumbai. AstraMoto, all people, dealers and figures are fictitious. Agents are simulated in the browser.
Press "Play journey" for the guided story, or click through Rohan's phone yourself.
Customer's phone
Rider Desk console
Agent activity
Dealer advisor's phone

The journey in four steps

Every customer moves through the same engine. Each step fixes one root problem from the case.

1. SENSE

Fixes BLIND

  • YouTube and Google lead forms, sent by webhook in seconds
  • Meta lead forms
  • Tagged creator links and QR codes
  • Website events after cookie consent
  • WhatsApp and showroom walk-ins

2. THINK

Fixes GENERIC

  • One customer record in AstraConnect Core
  • Lead score: Tier A, B or C
  • Pincode to nearest Premium Pickup dealer
  • Pickup Card written in plain words

3. ACT

Fixes SLOW

  • WhatsApp reply in 30 seconds
  • Human Rider Desk call within 15 minutes
  • Ride confirmed on a real demo bike
  • Advisor follows up; dealer makes the sale

4. LEARN

Fixes WRONG METER

  • Coded sale sent back to Google and Meta
  • Score model retrained
  • Holdout tests and three-ledger credit
  • Budget moves to channels below ₹15,422 per sale

The eleven steps for Rohan

What Google, YouTube and Meta really share

SourceShares with AstraMotoNever shares
YouTube and Google lead form adsWhat the person types (name, phone, pincode) plus campaign, ad group, video creative and click ID, by webhook within secondsViewing history of people who did not fill the form
Google Ads location targetingShows ads only within a chosen radius of at least 1 kmWho exactly saw the ad
Ads Data Hub and Google Ads reportsArea-level totals with at least 50 users per rowAny individual
Meta lead adsForm data by webhook in about 60 secondsPrivate messages or group activity
AstraMoto website, QR codes, WhatsAppEverything the customer does with AstraMoto after consentNothing outside AstraMoto

Five AI agents, one job each

Agents never sell, never negotiate and never contact anyone without consent. A human makes the first call and the dealer makes every sale. Only the Card Agent uses a language model; the other four are rules and workflows.

Routing and regional demand

The Score-and-Route Agent sends each lead to the nearest Premium Pickup dealer by pincode. Demand by area comes from AstraMoto's own consented leads, never from identified viewers.

Control Tower

The live view the President and the Head of Digital watch every week. Numbers move as the demo runs.

RoMI path

2.11x in FY26. Target 2.25x. Plan 2.30x with zero market growth, 2.36x with 12% growth.

Cost per sale against the ₹15,422 hurdle

Three ledgers (FY26 base)