customers

four production deployments. four verticals.

Real customers. Real numbers. Not pilots, not POCs. Each one came with a Diagnose, a Deploy, and ongoing Operate engagement.

live in production · 2024–2026
IFHL — India Finance House lending 50% faster TAT · 99%+ STP GyanDhan support 1,559 groups · $0.02/query OMEGA TRANSMISSION industrial ~20% energy cut · ToD compliant AIIMS Patna clinical κw 0.87 vs lab · 70–80% cost cut
combined production impact
4
live deployments in production
1,559
WhatsApp partner groups automated
99%+
straight-through processing at IFHL
~20%
industrial energy reduction at Omega
6–8 wks
average time to production
01 · lighthouses
the systems running in production today
Each case study shows architecture, metrics, and lessons learned.
IF
lending · BFSI
IndiaFirst Home Loans

NIRa @ IFHL

End-to-end loan from WhatsApp to disbursement. 22 APIs orchestrated. Three co-lenders (IFHL + NIRA Finance + Freo) bidding live. No human in the credit loop.

50%
faster TAT
99%+
STP rate
30%
lower cost
GD
support · edtech
GyanDhan Education Finance

TRACE @ GyanDhan

Multi-agent system across 1,559 partner WhatsApp groups. Identifier · Support · Expert · HIL routing. Ops load reduced from 2.5 hrs/day to 15 min/day.

99%+
automation
$0.02
per query
1,559
groups
Ω
industrial · energy
Omega Transmission Ltd.

PowerIQ @ Omega Transmission

Edge-powered IoT controllers on Raspberry Pi + L&T HT meters. WBSEDCL ToD compliance, MD-floor automation, PF rebate captured in software.

~20%
energy cut
5-min
granularity
100%
ToD compliant
✚
clinical · medical AI
AIIMS Patna, Dept. of Paediatrics

KidneyCare @ AIIMS Patna

Smartphone AI urine dipstick + IoT vitals for pediatric nephrotic syndrome. Validated with Dr. Swarnim. CDSCO TRL 4→6 pathway in progress.

κw 0.87
vs lab
70–80%
cost cut
TRL 4→6
CDSCO path
your turn

talk to a reference.

We can introduce you to a customer at one of these lighthouses for a 20-minute call. Same vertical as yours, where possible.

request a reference call
DPDP-ready by design AWS · Azure · GCP blueprint · patent pending India residency · on-prem option