Cost, quality and throughput improvement measured at the line item rather than in the initiative deck. We work constraint by constraint, verify against a frozen baseline, and more often than not we get there without capital. Where the constraint really is physical capacity we will say so — and then the answer is capital, which is a different conversation and usually a much slower one to get approved.
Margin has thinned for consecutive quarters and the explanations keep changing.
Throughput is constrained and the default answer is capital, reached before anyone has mapped where the constraint actually sits.
A cost programme delivered its target on paper while the run-rate quietly recovered within a year.
Quality escapes and rework are priced nowhere, so they are managed nowhere.
Where throughput, cost and quality are actually lost. We locate the loss at the line item and we price it there, because a loss described at plant level cannot be assigned to anyone in particular, and therefore never gets fixed however often it appears in the monthly pack.
Interventions sequenced by return on management attention. Capital last, not first.
A weekly rhythm that reviews the run-rate against the frozen baseline, so recovered cost stays recovered. The line runs that meeting, not us. Without the rhythm the savings come back as cost within a year or two, which is the most common way we see a delivered result quietly unwind after the programme team stands down.
Every claimed saving tested at month 12 under the Verification Standard. Decayed results return as open work.
The operation measured where the work happens: constraints, loss points and their prices, from primary data. That means weeks of time on the floor and in the ledger rather than in a data room, and it is the reason this practice cannot be run remotely from a set of extracts.
Interventions ordered by value against load. The baseline is frozen and put under change control.
Constraint-by-constraint delivery under a weekly cadence, with the line reviewing its own numbers.
Run-rate re-tested against the frozen baseline. What did not survive the year is reopened.