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Case Studies

AI deployments that actually shipped and moved the numbers.

Each of these is a real engagement — healthcare, fintech, retail, real estate, SaaS. Client names are anonymized per contract, but the industries, sizes, problems, and outcomes are verbatim.

HealthcareHyderabad

How a 34-Branch Diagnostic Chain in Hyderabad Cut No-Shows from 23% to 8%

A voice AI agent that handles reminder calls, rescheduling, and day-of-visit follow-up in Hindi, English, and Telugu — replacing a 12-person reminder desk that could only reach 40% of patients each day.

No-shows reduced

23% → 8%

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TechnologyBengaluru

A Bengaluru B2B SaaS Team Replaced $2,400/mo of AI Coding Subscriptions with a Custom AI Layer

Custom AI development accelerator trained on the company's own microservices codebase and API contracts — replacing 12 third-party AI coding subscriptions and cutting PR cycle time from 3.2 days to 2.1 days.

PR review time

3.2 → 2.1 days

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FintechPune

A 22-Person Fintech Startup in Pune Cut KYC Processing from 3.5 Hours to 11 Minutes

Document AI pipeline that extracts, cross-verifies, and scores KYC submissions against RBI-compliant rules in 11 minutes — versus the 3.5 hours a two-person verification desk was taking per application.

KYC processing time

3h 30m → 11 min

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Retail / E-commerceHyderabad

A 48-Store Fashion Retailer in Hyderabad Shifted 31% of Revenue Onto WhatsApp in 6 Months

WhatsApp-native commerce assistant that handles catalogue browsing, cart building, payment, and delivery tracking — while integrating with the retailer's existing POS, inventory, and order management systems.

Revenue via WhatsApp

0% → 31%

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Real EstateBengaluru

A Real Estate Developer in Bengaluru Replaced a 5-Person WhatsApp Desk with AI Lead Qualification

AI lead-qualification layer that handles first-touch WhatsApp enquiries, RERA-compliance questions, and site-visit booking — triaging hot leads to human sales agents only when the lead is qualified.

Lead-qualification cost

₹2.2 L → ₹42 K /mo

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