AI for the $3M Manufacturer: What's Actually Worth Doing (And What Isn't)
Most enterprise AI isn't built for small manufacturers. Here's what's actually worth doing at the $2M–$5M revenue level — and what to skip entirely.
Read article →Insights
Field notes from the legacy stack.
Practical guides on AI copilots, workflow automation, and production-grade integrations for ops teams who can't afford downtime.
Running Epicor or Infor? Here's How to Add AI Without a $500K Upgrade
You don't need to upgrade your ERP first. Here's how manufacturers on Epicor, Infor, and Sage are getting real automation wins today — without touching their core system.
Read article →What an AI Discovery Sprint Actually Looks Like for a Nebraska Small Business
AI consulting doesn't have to mean a six-figure project. Here's exactly what a Discovery Sprint looks like for a Midwest small business — week by week.
Read article →What a Real AI ROI Calculation Looks Like for a 200-Person Manufacturer
Every AI vendor promises ROI. Few show you the math. Here's how we actually run the numbers — using a scenario close to real engagements we've run.
Read article →Why Most AI Pilots Fail in Manufacturing (And What To Do Instead)
Over 60% of manufacturing AI initiatives never make it past the pilot phase. Here's what goes wrong — and the pattern that actually works.
Read article →How to Add AI Copilots to a 20-Year-Old ERP Without Breaking Production
The AI initiative stalls in the same place every time: the legacy stack. Here's what actually works — and why wrapping beats replacing every time.
Read article →AI Discovery Sprint
Ready to find your highest-impact AI opportunity?
Start with an AI Discovery Sprint — a focused 2–3 week engagement that identifies your top AI use cases and delivers a prioritized roadmap before you commit to a build.