01
Financial Services
Real-time fraud reasoning engine
Custom transformer stack scoring 40k+ transactions per second with sub-8ms latency across three regions.
What we did
Systems shipped.
Outcomes measured.
A selection of engagements across industries — every project engineered to production, benchmarked in the wild, and owned end-to-end by the InnAIc collective.
02
Industrial IoT
Edge vision for predictive maintenance
On-device neural models across 12,000 sensors — cut unplanned downtime by 38% within two quarters.
03
Healthcare
Clinical language co-pilot
Domain-tuned LLM with retrieval and guardrails deployed inside a regulated hospital network.
04
Retail & Commerce
Personalisation graph at planet scale
Vector search + recommendation layer serving 90M+ shoppers with millisecond ranking.
05
Energy
Grid-load forecasting platform
Hybrid physics-informed neural models forecasting demand across national transmission networks.
06
Public Sector
Secure document intelligence
Air-gapped OCR + reasoning pipeline classifying millions of records with human-in-the-loop review.