Archive (Page 2) • Designing Factories that Think • Buttondown

Disposition Latency Is the Constraint Nobody Models

May 15, 2026

The $90K business case that doesn't pencil A packaging equipment vendor sat with me last week to walk through a conveyor proposal. Two options for the end...

The Validation Gate That Saves the Savings

May 14, 2026

The 10-Year Film and the 482 Leaker A Midwest cooked-meat co-packer was sitting on a stack of leaker complaints. Customer name on the line, real volume, and...

The Three Operators That Set Your Throughput Ceiling

May 13, 2026

A trimming line where 18 became 13, and 13 became fragile A Tier-1 meat processor runs a trimming line with 18 people. The simulation says 10 to 13 will hold...

SKU Math the P&L Never Runs

May 12, 2026

The changeover the dashboard couldn't see A multi-line sausage co-packer runs roughly 35,000 pounds per shift across four packaging lines. Its downtime...

The Ghost Capacity Hiding Inside Your Single-Shift Plant

May 11, 2026

The plant that thought it had a capacity problem A regional sliced-meat processor came in convinced they had a capacity problem. Four cook-and-package lines...

Ghost Capacity Hides in the Seams Between Systems

May 8, 2026

When a packaging line books 140 percent OEE on a system the operations team trusts, two things are true. The line is not running at 140 percent. And whatever...

Your Line Doesn't Have a Rate. It Has a Curve.

May 7, 2026

The First Phase Is the One That Decides Everything A precooked sausage producer reached out recently to scope a digital twin pilot. One line, multiple...

Optimize the Node, Lose the Line

May 6, 2026

The cheaper layout wasn't a budget call. It was a clearance call. A packaging line at a Tier-2 protein facility had two conveyor proposals on the table. One...

The Monument Was Never the Monument: Why Low OEE on the Wrong Equipment Buys the Wrong Capex

May 5, 2026

Opening Insight A frozen food plant ran a blast freezer OEE report. Result: 62 percent. The plant engineer presented a capex case for a new blast cell. 3.8...

Nobody Owns the Seams: Why Capex Committees Approve Projects but Not Systems

May 4, 2026

Opening Insight The quarterly financial review runs on a Tuesday. The CFO is walking through variance against plan. Labor cost is 9 percent over budget....

Packaging Sourcing Is a Scheduling Decision in Disguise: Why Procurement Wins Often Cost the Floor

May 1, 2026

Opening Insight Six months after a sauce and condiment plant's procurement team landed a 180,000 dollar annual savings on film for Line 2, the production...

The Labor Plan Your Schedule Has Already Broken: Why Headcount Models Miss Reality Within Two Quarters

April 30, 2026

Opening Insight Mid-shift Wednesday at a meat processing plant. Two crews, fourteen operators each. Upstream: ground beef portions running through the...

Automation ROI Is a Scheduling Bet: Why Capex Cases Underperform by Year Two

April 29, 2026

Opening Insight Capex review at a CPG contract manufacturer. The proposal: 4.2 million dollars for a new case-packing cell on Line 3. The ROI case is clean,...

Schedule as Capacity: How Sequencing Decisions Hide or Reveal 20 to 35% of Throughput

April 28, 2026

Opening Insight Sunday night in a bakery production office. The scheduler is sequencing Monday's runs across four packaging lines. Line 2 is built for larger...

The CFO's Missing Thirty: Why Manufacturing Savings Plans Realize 70% of the Deck

April 27, 2026

Opening Insight The labor plan went to committee on a Tuesday. Eight heads across two crews, sized against the current SKU mix, mid six figures in annual...

Sanitation Sequence as System Constraint: How CIP Variability Governs Frozen Food Throughput

April 24, 2026

Opening Insight Most frozen food plants that request capital for additional processing lines are attempting to buy capacity that already exists inside their...

The Post-CIP Ramp-Up Tax: How Sanitation Scheduling Hides Throughput Loss in Sauce and Condiment Plants

April 23, 2026

Opening Insight In sauce, dressing, and condiment plants running more than six SKUs per line, post-CIP ramp-up time is the single largest source of untracked...

Cold Storage Is a Fixed Asset: Why You Cannot Burst Past the Thermal Ceiling in Snack and Confection Plants

April 22, 2026

Opening Insight In snack and confection plants running enrobed or coated products through IQF tunnels and blast freezers, the binding constraint on...

The Combinatorial Cost of SKU Proliferation in Bakery Scheduling

April 21, 2026

Opening Insight A bakery running 40 SKUs does not have twice the scheduling problem of a bakery running 20. When modeled, the changeover sequencing graph for...

Allergen Flush Frequency Is a Scheduling Problem, Not a Sanitation Problem

April 20, 2026

Opening Insight flush time scales with allergen classes, not SKU count In a modeled 60-SKU sauce and dressing plant running two allergen classes across...