Practical Manufacturing Insight

We write about data quality, OEE, downtime analysis, and the gap between what a dashboard shows and what happened on the floor.

All Articles

Shop Floor Operations

When Your Best Operator Retires: Keeping Tribal Knowledge in the Plant

Every plant has a station that runs well because of one person. How to find where knowledge is concentrated, capture it where the work happens, and cross-train before it walks out the door.

September 23, 2026 · 5 min read
Shop Floor Operations

Three Industry 4.0 Projects You Can Start Today

Three projects a plant can start this month: paperless quality checks, attendance and skills tracking, and efficiency and production reporting. Each one targets a clear problem and pays back quickly.

October 8, 2024 · 3 min read
Data & Analytics

A Practical Manufacturing Analytics Roadmap for the AI Era

The five stages of manufacturing analytics, from data collection to prescriptive recommendations, and what newer AI tools do and don't change about the order you build them in.

September 10, 2024 · 5 min read
Data & Analytics

How Are You Deciding Where Your Team's Time Is Spent?

Where the team spends its week often comes down to instinct, habit, or whoever spoke loudest at the morning meeting. What changes when downtime and scrap data sit behind those decisions.

August 14, 2024 · 4 min read
Quality

Stress-Free Quality Audits Start with Paperless Quality

When quality records live in binders, audit prep means searching them. What a digital check system does differently, what it needs to include, and what auditors ask to see.

May 21, 2024 · 5 min read
Quality

A Story from the Visual Inspection Station

Paper tally sheets, repair tags and racks full of defective parts, and how a serial number scan at the inspection station replaces them.

June 5, 2024 · 4 min read
Data & Analytics

What Can Manufacturing Learn from Retail Analytics?

What retail focus groups, surveys and customer histories can teach a plant about collecting shop floor data, plus five steps for building data collection around one clear question.

March 12, 2024 · 6 min read
OEE & Performance

On Paper I Look Very Good at Golf. My OEE Looks the Same Way.

If your OEE is above 85% and targets are always beaten — are you world class, or are you taking mulligans?

January 22, 2024 · 3 min read
Case Study

How a Tier 1 Supplier Improved FTT by 11 Points and OEE by 22 Points

A water pump manufacturer moved its paper quality checks into 10in6 Scheduled Quality Checks. Six months later, first-time-through was up 11 points and OEE up 22.

September 18, 2023 · 5 min read
Customer Story

Vuteq Canada: Always Driving for Improvement

Two years of 10in6, two back-to-back corporate Kaizen awards. Vuteq Canada's VP shares what made the difference.

November 8, 2023 · 2 min read
Customer Story

Toyota Boshoku: "Their Knowledge Is Far Better Than Any Company I've Used"

The IT Manager at Toyota Boshoku Mississippi on what 24/7 support looks like from the customer's side.

October 3, 2023 · 1 min read
OEE & Performance

OEE the Right Way: Measuring It Honestly

Soft ideal cycle times, breakdowns relabelled as planned downtime, and scrap entered at shift end all inflate OEE. How to measure it so the number points at your losses.

February 6, 2024 · 5 min read
Shop Floor Operations

Why Your Downtime Reason Codes Are Lying to You

Operators pick the fastest reason code, not the most accurate one. How to build a reason code list where the quick pick is the right one, and how to spot downtime data you can't trust.

January 22, 2024 · 7 min read

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