Labs
Industrial experiments and tools
A practical showcase of calculators, templates, prototypes, AI workflows, and data tools built for real engineering use.
Live Tool
Downtime Analyzer
Analyze stoppage events, total downtime, stoppage count, and equipment priorities.
Resource
Industrial AI Project Checklist
A practical checklist for evaluating whether an Industrial AI use case is ready.
Resource
Manufacturing SQL Starter Pack
Reusable SQL patterns for manufacturing data analysis.
Tool Collection
Reliability Calculator Suite
MTBF, MTTR, availability, and failure cost calculators.