Production Track Record · 6 case studies
Case Studies
Production AI we have shipped — anonymized to comply with NDAs but with real architectures, real timelines, and real metrics.
6 of 6
How a Mid-Tier Indian NBFC Cut Collections Cost 71% with a Multilingual Voicebot
Indian NBFC · ₹4,000+ Cr AUM · 1.2M active loan accounts
Cost per contact
₹62→₹18
-71%
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Pan-India FMCG Distributor Increased Shelf Compliance 28% with Mobile-Based Computer Vision
FMCG Distributor · 18,000 retailer touchpoints · 7 states
Time per audit
8-12 min→90 sec
-87%
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Hospital Chain Cut Prescription Processing Time 94% with Multilingual OCR + LLM Pipeline
Hospital Chain · 12 hospitals · Tier-1 South India
Time per prescription
8-12 min→30-50 sec
-94%
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US B2B SaaS Cut L1 Support Volume 64% with RAG-Grounded Chatbot
US-based B2B SaaS · 12K customers · Series C
L1 ticket volume
~3,200 / month→~1,150 / month
-64%
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UAE Bank Launched Arabic-First Voicebot — 81% Containment, 12 Weeks to Production
UAE Bank · Tier-2 · 1.4M retail customers
Containment rate (calls resolved without human)
0% (no AI)→81%
new capability
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Express Logistics Player Eliminated POD Data Entry — 4.2M Docs/Year Automated
Indian Express Logistics · 850 trucks · 12,000 daily shipments
Documents processed / day
~7,200 (with 6 staff)→14,000 (with 1 reviewer)
+94% with 83% less staff
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