Findings pack.
Northwind Materials·Westfield operation
Read remotely. Signed by a senior operator.
Proudfoot AI read 24 months of Westfield's operating data against the corpus: the benchmark set of 20,000+ engagements since 1946 and the 86 steps of The Proudfoot System. The model proposes; a senior operator disposes. Nothing enters this pack on the model's word alone.
Westfield's own data, as it stands
- Fleet management system: cycle, queue, and payload records
- Plant historian: rates, stoppages, restarts
- CMMS: work orders, schedule compliance, reactive share
- Shift logs, planning artefacts, meeting records
The corpus
The achieved range across comparable open-pit operations in the benchmark set, the hypothesis library built from every pattern of underperformance the firm has documented, and the methodology itself: 5 phases, 86 steps.
Challenged it, then signed it
Every finding was tested against thirty years of operating experience. Two hypotheses did not survive review and were struck. Three sizings were adjusted down. What remains carries a signature, not a probability.
The boundary of a remote read
No on-site observation, no behavioural profile, single asset only. How the shift actually runs, minute by minute, and how leaders actually behave belong to the Five-Day Diagnostic. The final leaf of this pack is the plan for exactly that.
Illustrative example. Northwind Materials and the Westfield operation are fictional; the figures in this pack reconcile internally but do not represent any Proudfoot client result.
Where the prize sits, and why.
Four drivers, ten sub-drivers, each sized from Westfield's own data at the base case. Expand a driver to see the evidence behind it. Each driver maps to a lever in the Proudfoot value-lever taxonomy, the same structure the benchmark set is indexed by.
Illustrative example, fictional client. Sub-driver evidence lines quote Northwind's illustrative data, not any client's.
The management system, scored.
Every element of the Proudfoot MOS, the 6+4 Element Framework, scored 0 to 5 from Westfield's cadence artefacts, meeting records, and system data. Select an element to read the finding behind its score.
The Core Management Cycle
Six elements. The engine of daily operations.The Foundational Enablers
Four elements. The architecture underneath the cycle.Scored on the Proudfoot MOS Maturity Assessment scale. The cyan marker shows the maturity level required to hold the sized prize at each element; it is illustrative, derived from the value-driver evidence, not an external benchmark. Illustrative example, fictional client.
Will the change hold? The early signals.
Four readiness signals, read from the same 24 months of data. None of them required a survey. All of them show in how the operation already behaves: what it commits to, what it completes, and how fast it reacts to its own results.
Illustrative example, fictional client.
Three sizings of the same prize.
Each band is sized against the achieved range in comparable engagements from the benchmark set, then constrained by what Westfield's data directly evidences. The confidence band narrows as the evidence hardens.
How to read this. The conservative band is what the data proves on its own. The base band is the full evidenced driver set at the median of the achieved range; it is the number this pack carries throughout. The stretch band exists because Westfield's maturity baseline of 2.1 sits low: operations that start lower tend to travel further. The Five-Day Diagnostic exists to validate the base case on the ground before anyone commits to it.
Illustrative example, fictional client. Ranges reflect results achieved in past Proudfoot engagements, drawn from our structured engagement record. They are not a forecast, an estimate, or a commitment of any outcome for any operation.
Ten moves, in the order we would make them.
Ranked by value, speed to first value, and Westfield's readiness to hold each one. Every opportunity traces to a node of the value-driver tree and names the MOS elements that close it. The list reconciles to the base prize of $12.1m.
| # | Opportunity | Annual value | First value | MOS elements |
|---|
Illustrative example, fictional client. First-value estimates assume the holding routines from the maturity findings are installed alongside each move.
What five days on site would settle.
This pack was produced without a site visit; that is its strength and its limit. The next rung validates every finding where the work happens: two senior operators, five days, on the asset, with your team.
The Five-Day Diagnostic picks up where this pack stops.
Aerial Mapping of the whole operation, day-in-the-life observation across shift boundaries, the live MOS assessment, and the behavioural profile this pack deliberately leaves blank. One validated benefits case. One decision at the end.
Talk to us about the five days →
Illustrative example, fictional client. The study plan follows the diagnose-and-quantify sequence of The Proudfoot System; scope and sequencing are tailored on day one.