Running a safe, efficient machine shop gets harder as equipment grows more complex, and the old ways of watching gauges and doing spontaneous manual checks no longer suffice. Data science and smart ...

Every day, every CNC program, every sensor reading, every tool change, every quality inspection report contributes to a ...

For decades, distributors relied on systems that were built for stability, not speed. Legacy ERPs, custom spreadsheets, and disconnected sales tools worked well enough when markets were predictable ...

AI initiatives don’t stall because models aren’t good enough, but because data architecture lags the requirements of agentic systems.