Use Cases
Built for real industries
Not toy demos. Production deployments with real completion rates, real benchmarks, and real numbers.
Healthcare
Rural Medical Intake
Offline-first AI intake for rural clinics and PHCs. No internet required. Auto-detects Hindi, Kannada, Telugu, and 20+ more languages. DPDP Act 2023 compliant out of the box.
79% completion rate~9 turns averageOffline-first22+ languages
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Recruiting
HR Screening
Collect 15 structured fields from candidates via WhatsApp or web. Output goes straight to your ATS as validated JSON — no manual entry, no copy-paste errors.
88% completion7.4 avg turns$0.004 per screenATS-ready JSON
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Sales
Lead Qualification
WhatsApp-native lead collection. Phone number in, qualified lead JSON out — with session mapping, real-time extraction, and direct CRM webhook integration.
WhatsApp nativeReal-time extractionCRM webhook22+ languages
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Want to see your industry? These patterns generalise to insurance, education, fintech, and more.
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