Problem

Operational storage decisions were constrained by real occupancy and handling rules, not an abstract capacity number.

What I built

Deterministic decision support that compares occupancy, applies explicit rules, and produces a reviewable proposal.

Architecture / decisions

  1. Input normalizationPrepare the verified run for consistent comparison.
  2. Deterministic rule evaluationApply explicit storage and handling constraints.
  3. Before/after comparisonMeasure the proposal against the observed occupancy state.
  4. Human verificationKeep the approval decision at the operational boundary.

The decision boundary is explicit: the method produces a proposal; a person authorizes the operational outcome.

Evidence

The public record is a safe abstraction, paired with a textual methodology ledger. It makes the result reviewable without publishing a raw operational dataset.

This visual is not a live SAP or facility map. It is a public-safe representation of a verified result.

Result

176pallet positions recovered

22storage bins freed

Public-safe abstract grid beside the verified result: 176 pallet positions recovered and 22 storage bins freed
Public-safe result abstraction; not a live operational record or facility map.

01Measured before/after occupancy

02Explicit rules generated a reviewable proposal

03Human verification remained authoritative

Technologies

Current boundary / unfinished work

No raw operational dataset is published. This result belongs to one verified run and is not combined with a separate historical analysis.