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ENTERPRISE · AI · AGENCY
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11 · INDUSTRY AI PLATFORM
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Industry AI Platform
One architecture, any industry. Swap a YAML, get a new vertical.
284K
TXNS SCORED
0.967
ROC-AUC
3
VERTICALS
INDUSTRIES
Finance (Fraud) · Manufacturing · Energy · Insurance
§ ARCHITECTURE
How it fits together.
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config
43 features
scores
scored data
insights
domain rules
YAML Config
Industry Swap
Medallion Pipeline
Bronze → Silver → Gold
XGBoost
F1 0.94
MLflow
Model Registry
Investigation Agent
8 ReAct Tools
Industry Verticals
Fraud · Maint · Energy
SYSTEM OVERVIEW
Deploy to a new industry vertical in days, not months. Same governance, same reliability, different domain.
FOR YOU
You want a reusable AI platform that deploys across business verticals by swapping configuration, not rewriting code.
§ CAPABILITIES
Config-driven deployment
01
XGBoost + MLflow
02
Unity Catalog governance
03
ReAct investigation agents
04
§ IN DETAIL
a.
Config-driven: swap YAML, deploy new vertical
b.
Finance: 284K txns, XGBoost fraud detection (ROC-AUC 0.967)
c.
Manufacturing: NASA Turbofan with Isolation Forest
d.
Energy: Smart meters with time-series forecasting
e.
43-feature engineering with window functions
f.
LangGraph ReAct agent with 8 investigation tools
g.
MLflow tracked, Unity Catalog governed
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