Insights & innovations in AI-driven CNC manufacturing

Field notes, perspectives, and research from the team building the manufacturing intelligence layer.

10 Moves to Accelerate Your NC Programming Team

Practical plays for engineering leaders to compress NC programming cycle time and free senior programmers from repetitive work.

A clear-eyed look at where AI adoption lands first in manufacturing and why the answer is less obvious than it seems.

Why the future of mechanical parts manufacturing is hybrid, and how additive and subtractive workflows reinforce each other.

93% of companies see AI as vital to growth. The data on machinist jobs tells a more nuanced — and more optimistic — story.

Decades of incremental CAM improvements left a widening gap between traditional CNC methods and what modern production actually demands.

Reshoring alone can't close the Western skills gap. AI-powered factories are the missing layer that makes domestic manufacturing competitive again.