Arch Systems, Author at Arch Systems

How Much Data Is There in an Electronics Factory?

May 28, 2026 | Articles

The Real Cost of Factory Data Is Not Storage. One of the most common assumptions in electronics manufacturing is that collecting comprehensive machine data at factory scale is prohibitively expensive. Modern SMT lines generate enormous volumes of measurements,...

Your Factory Runs on Data. So Why Is Waste Still Invisible?

May 14, 2026 | Articles

OVERVIEW Most manufacturers have invested heavily in analytics software: PLCs, SCADA, MES, ERP. Yet unplanned downtime persists, and critical production problems go undetected. This guide explains why, and what a new class of AI-driven investigation tools can do about...

From Changeover Variability To Recovered Capacity: How a Steel Manufacturer Unlocked $330K in Annual Throughput from a Single Changeover Improvement and $1.3M Across Four Lines

May 13, 2026 | Case Studies

Resource Hub From Changeover Variability To Recovered Capacity How a Steel Manufacturer Unlocked $330K in Annual Throughput from a Single Changeover Improvement and $1.3M Across Four Lines A North American steel manufacturer operating a capital-intensive pickling line...

Manufacturing-Native AI: Why Auto Plants Are Choosing a Platform that delivers line-level results in weeks

May 7, 2026 | Articles

Platforms that deliver line-level results in weeks VS the ones that promise them in years “How long until a line operator gets a real, guided action from this thing?” Most platforms on the market today answer with some version of “it depends”, usually followed by a...

AI Hype X Reality: What Real Agentic AI Looks Like on the Shop Floor

Apr 29, 2026 | Ebooks

The Factory AI Reality Check What’s Actually Working on the Factory Floor Download Ebook What Real Agentic AI Looks Like on the Shop Floor The AI Reality Check Why most manufacturing AI isn’t delivering, and what the category gets wrong What Agentic AI Actually...