Your plant makes a thousand decisions.
Four of them move the numbers.
I model labor, automation, scheduling, and sourcing as one system before the capital is committed. This is the working record of what those decisions look like when they meet the floor, and what each one turned out to be worth on the P&L.
The full economics of a decision.
Start with the part of the system you are trying to improve. The articles connect commercial leverage to what materials, equipment, labor, and variability do on the floor.
Packaging Economics
The total cost the unit price misses: labor, waste, freight, damage, downtime, and complexity.
Packaging Sourcing
How specifications, competition, supplier structure, and operational reality determine commercial leverage.
Specifications & Supplier Markets
How technical requirements shape competition, risk, variation, and the price a buyer ultimately pays.
Labor & Process Design
Removing work the packaging and production system should never have required.
Engineering & Automation
Designing capital around actual variability, operational fit, and the constraint the investment will move.
Throughput, Variability & Constraints
Finding the system interaction that actually governs output, reliability, and capacity.
Tail-Spend Economics
The operating model required to create leverage across smaller, fragmented packaging categories.
Four decisions. One operating system.
Labor, automation, scheduling, and sourcing are the four that move the numbers. None can be optimized in isolation. Use them to diagnose where a change lands, then follow its effects across the full system and onto the P&L.
Labor
Booked as a headcount number. It behaves like a system: which crew, on which line, against which schedule.
Automation
The question is never automate or not. It is which constraint the automation moves, and whether the next one eats the savings.
Scheduling
The cheapest capacity in the building, and the one most plants leave on the table.
Sourcing
A unit-cost win that adds floor minutes is a loss. Sourcing is a throughput decision in disguise.
Current observations from sourcing, operations, and the plant floor.
You Negotiated the Price, They Wrote the Escalator
A multi-plant protein processor buys $55 to $60 million of corrugated a year, nearly all of it from one integrated producer.
What You Don't Bid, You Renegotiate at Invoice
A refrigerated-food brand ran a competitive RFQ across its packaging, awarded the business, and started buying.
Your Box Spec Is A Labor Decision
An outdoor furniture brand went out to its warehouse floor and packed its own product for an afternoon.
Averages Are Where Your Variability Tax Hides
A Midwest protein processor took a month to return the data we asked for.
From reactive to orchestrated.
Plant performance improves as decisions move from reactive to measured, modeled, and coordinated. The goal is a system whose commercial and operational consequences are visible before money moves.
I work with manufacturing leaders on the decisions they have to defend when the spreadsheet meets the floor.
The Field Journal is where I make the reasoning visible: what I noticed, what changed my mind, and what I would measure before recommending a dollar of capital.