Field Notes & Analysis

What We See
On The Floor.

Hard-won insight from real manufacturing engagements. No vendor playbooks. No theory. What we actually find — and what we do about it.

Latest Post
Data & Operations March 2026  —  8 min read

Automation Theater:
Why Your Dashboards Are Lying to You

You spent millions on an ERP. You have Power BI dashboards. Automation runs on the floor. So why is someone on your team manually entering data into a spreadsheet at 2 AM? We call it automation theater — and it may be the most expensive invisible problem in emerging manufacturing today. A real case study: a >25% variance between reported and actual production that two years of leadership decisions were built on.

Read the Full Post
From This Post
>25%
Variance between reported and actual production at one client site
85%
Actual yield — vs. the 40–50% leadership had been reporting to investors for two years
3
Diagnostic metrics that reveal whether you're actually automated — or just think you are
All Posts

Every Engagement
Teaches Us Something.

All Data & Operations Process Design ERP & Systems
Data & Operations

Automation Theater: Why Your Dashboards Are Lying to You

The disconnect between systems capability and operational truth — and a >25% variance between reported and actual production that exposed two years of false data.

March 2026
Coming Soon

The ERP Is the Last Step, Not the First

Why companies that buy technology before defining their operational architecture end up paying for the same implementation twice.

ERP & Systems
Coming Soon

Shadow Processes: The Workflows Your Org Chart Doesn't Show

The informal systems your team has built to make the formal ones work — and why finding them first is the most important thing a consultant can do.

Process Design
Coming Soon

From R&D to the Production Floor: Why the Transition Always Breaks

The moment a lab-scale process hits commercial production is when most manufacturing startups discover their operational architecture isn't built for what comes next.

Process Design
Coming Soon

Tribal Knowledge Is a Liability, Not an Asset

When a key person walks out, the workaround logic and institutional memory go with them. How to find it, document it, and systematize it before it costs you.

Data & Operations
Coming Soon

What a 30-Day Diagnostic Actually Finds

A transparent look at what our process assessment surfaces in the first month — and why most of it isn't on the leadership team's radar.

Process Design