Use cases

Built for the businesses that make real calls.

Sampark Karo powers AI voice programs across regulated and unregulated Indian industries.

Clinics & hospitals

Appointment reminders, no-show recovery, patient satisfaction calls, follow-up nudges.

Coaching & edtech

Batch reminders, admissions counselling, fee renewals, demo scheduling.

Real estate

Lead qualification, site-visit confirmations, callback booking, cold-list warmup.

Finance & collections

EMI reminders, soft collections, KYC completion, welcome calls.

Service SMBs

Booking confirmations, dispatch calls, satisfaction follow-ups.

Support ops

Tier-1 deflection, callback scheduling, escalation triage.