Manufacturing
Smart factories, production lines, QA systems, and lean operations. How technology is pushing output, precision, and plant performance.
ManufacturingFrom Garage Dreams to Factory Reality: How Industrial VC Reshaped Manufacturing in a Decade
Industrial venture capital deployment has quintupled since 2016, but only a handful of startups have moved the needle on plant floor productivity. Here's what actually worked....
ManufacturingWhat I Saw at a GE Aviation Parts Plant Changed How I Think About Batch Records
A pharma-adjacent aerospace manufacturer is running FDA-equivalent validation protocols on 3D-printed components at production volume. The implications for pharmaceutical manufacturing...
ManufacturingVIPThe Operator's Guide to Production-Scale 3D Printing: When Additive Manufacturing Becomes Your Supply Chain
Industrial 3D printing has crossed a threshold: it is now economically viable for regulated manufacturing runs, not just prototypes. Here...
ManufacturingThe 5-Step Playbook for Process Mining Without Drowning in Data
Most manufacturers collect enough production data to fill a warehouse. Here's how to actually use it to find the bottlenecks...
ManufacturingWhy CNC Tolerances Are Tightening: What Pharma Manufacturers Need to Know Now
Advances in five-axis machining and real-time adaptive controls are pushing sub-micron precision into routine production. For pharmaceutical equipment manufacturers, this...
ManufacturingVIPThe Unsolved Problems Holding Back Steel Decarbonization at Scale
Steel mills face a physics problem disguised as an economics problem. Green hydrogen and electric arc furnaces work in pilot...
ManufacturingThe ERP Migration Trap: Why Digital Thread Integration Fails When Operators Aren't Ready
Three-quarters of ERP migrations miss their timeline by 40% or more. The real culprit isn't the software, it's a botched...
ManufacturingWhat Happens Next in GMP Automation: Our Best Guesses for 2026-2028
Batch record digitization and AI-driven deviation management are moving from pilot to mandatory. Here's what plant managers need to lock...
ManufacturingThe Biggest Myths About Process Mining Exposed: Why Most Manufacturers Are Wasting $2M on Implementation
Process mining won't transform your operations without this one critical step, and 73% of manufacturers skip it. Here's what separates...
ManufacturingQuick Hits: Five Smart Factory Transformations That Actually Moved the Needle
Real plants are logging concrete ROI from digital transformation, but they're not following the Silicon Valley playbook. Here's what actually...
The 4.1 Briefing
Industrial AI intelligence, distilled weekly for operators and decision-makers.
