Built for Monetization, Not Experiments
Most operational KPIs are lagging indicators.
This platform identifies problems before KPIs degrade.
Core Capabilities
Enterprise-grade analytics built for operational excellence
Multivariate anomaly detection
Detect complex patterns across multiple sensor streams simultaneously
Bottleneck identification
Automatically pinpoint operational constraints limiting performance
Root cause analysis
Trace issues back to their origin with intelligent correlation
KPI-linked insights
Every alert and recommendation maps to measurable business outcomes
On-prem / edge deployment
Deploy where your data lives, not where vendors prefer
Analytical to operational insights
Translate raw data patterns into clear, actionable steps your operations team can execute immediately
Why IoTGPT
How IoTGPT compares to other AI approaches
Often cloud-dependent
Data leaves facility
100% on-prem Zero data exposure
High model dev & maintenance
~$45K Not feasible at scale — context window limits block real-time data
Fixed licence + token cost of cents
Pattern detection only
Context-aware responses
Root cause + financial KPIs
Black-box alerts
Some natural language
Step-by-step recommendations
Bias from training data
Hallucination risk
Grounded in real sensor data
Data scientist required
Prompt engineering skills
Operations-friendly No AI expertise needed
ML engineers + DevOps
AI/LLM integration expertise
Standard integration Fast deployment
Trust & Deployment
Security and data sovereignty are not afterthoughts. They're fundamental to how we architect every deployment.