Use cases

Built for teams that live on the phone.

Sampark Karo powers AI voice programs for Indian businesses — clinics, coaching institutes, real estate desks, auto dealerships, and more. From a two-person team to an in-house sales floor.

Real Estate

Qualify buyers, book site visits, revive cold enquiries.

“Sir location bhej do.” Last seen: 127 days ago.

  • Budget, configuration and locality captured before a human ever dials
  • Site visits booked, confirmed and reminded automatically
  • Old enquiries re-engaged with polite follow-up calls

Healthcare & Clinics

Book, confirm and reschedule appointments round the clock.

Appointment 10 baje ki. Patient: “bas 2 minute mein pahunch raha hoon.”

  • No-show reminders that actually get answered
  • Timings, fees and location queries handled — clinical questions routed to staff
  • Follow-up visit scheduling without front-desk hold time

Education & Coaching

Admissions follow-ups, counselling calls, demo-class bookings.

“Papa se baat karke batata hoon.” The national anthem of admissions.

  • Every enquiry called back within minutes, not days
  • Counselling sessions and demo classes booked automatically
  • Fee, batch and eligibility questions answered consistently

Financial Services

EMI and renewal reminders, document follow-ups, lead intake.

“Document abhi bhej raha hoon.” That “abhi” — science hasn't found it yet.

  • Payment and policy-renewal reminders at scale
  • Document-collection follow-ups that don't slip
  • Product enquiries qualified and handed to a licensed advisor

Automobile

Test-drive bookings, service reminders, delivery updates.

3 test drives, 57 questions, aur final mein “soch ke batata hoon.”

  • Test drives and showroom visits booked from every lead
  • Service-due reminders that fill the workshop calendar
  • Post-delivery feedback calls without tying up the sales desk

Retail & E-commerce

Order confirmations, COD verification, offer announcements.

“Bhai nikal gaya kya?” “Gate pe hoon.” “Cancel kar do.”

  • COD orders verified before dispatch — fewer returns
  • Order status and delivery queries answered instantly
  • Sale and offer announcements to your whole customer list

Travel & Hospitality

Itinerary confirmations, booking follow-ups, guest reminders.

Early check-in bhi, late checkout bhi, discount bhi — confidence dekho bas.

  • Package enquiries qualified and quoted faster
  • Bookings confirmed and check-in details shared by voice
  • Cancellation and reschedule requests handled politely

Fitness & Wellness

Trial bookings, membership renewals, class reminders.

January mein membership. February se sirf motivational reels.

  • Trial sessions booked from every walk-in enquiry
  • Renewal reminders before memberships lapse
  • Class and appointment reminders that cut no-shows

Professional Services

Consultation scheduling, engagement follow-ups, intake calls.

“Sir bas 5 minute.” Calendar: 1 hour blocked.

  • Discovery calls booked while the enquiry is still warm
  • Meeting confirmations and document reminders on autopilot
  • New-client intake questions captured before the first meeting