SE Simplest EntropyEntropy in. Order out.

Case Studies

Engagements described by the problem, not by the client.

Client names, brands and identifying project details are withheld as a matter of policy. Eight engagements follow, grouped under the three problems they turned out to share. Each one gives the situation we were brought in on, the work we did, and what changed as a result.

Theme One

Entering a market that has not bought from you before

Both of these engagements started from the same mistake: treating the size of a sector as evidence that someone in it would buy. The work was to narrow the question until it could be tested cheaply.

01 Asia to Australia

A broad catalogue that could not be quoted

A market-entry review that replaced a catalogue launch with a six-item pilot and a written gate at every stage.

The situation

A manufacturer with a strong domestic and regional business was receiving enquiries from a new export market and could not answer them reliably. The existing catalogue, shipment terms and service assumptions had all been built around customers who already knew the product, so a question about grade or lead time was resolved by a phone call rather than by anything written down.

What we did

We converted the market question into a sequence of decisions: one named buyer type, one intended application, a maximum of six candidate items, and a written release file before anything was quoted as available. Each stage carried a gate with an include, hold, stop or scale decision, so an item that could not be evidenced was removed from the pilot rather than carried into a buyer conversation.

SectorTimber and building products manufacturing
EngagementFixed-scope report, then pilot support
What we producedBuyer and use-case brief, product screening sheet, pilot scorecard, gate papers

OutcomeA launch that was narrowed before it was funded, and a pilot scorecard management could actually read.

02 Asia to Australia

A price that could not survive the landing

A landed-cost rebuild that turned one optimistic number into two offers the business could honour.

The situation

A supplier was comparing its ex-factory price against competitor shelf prices in a destination market and concluding it was competitive. Freight, insurance, brokerage, duty, inspection, inland transport, storage and claims allowance had not been added. Two different service promises, one fast and local and one slow and direct, were being quoted at the same price.

What we did

We built the landed cost up element by element for the specific route and Incoterm, and recorded the currency basis and the quotation validity rather than leaving them implied. The offer was then split into two separately priced services, so the cost of holding stock locally sat in the price of the offer that promised local availability, and nowhere else.

SectorBuilding products, export
EngagementFixed-scope report
What we producedLanded-cost model, quotation format, approval floor

OutcomeA quoted price the business could honour, and a service promise it could keep.

Theme Two

Making a supply chain hold its specification

Finding a factory is rarely the hard part. These four are about what happens after the first order ships and the attention has moved on to something else.

03 Asia to Australia

Holding a specification from sample to container

A specification and release regime that moved the argument from the delivery dock to the purchase order.

The situation

A buyer of stone, engineered benchtops and tiles was accepting an approved sample and then receiving material that did not match it. Each disagreement was being settled at the delivery dock, which is the most expensive place to settle anything: the goods are already landed, the project is already waiting, and neither party has a written position to argue from.

What we did

We rewrote the specification format so finish, tolerance, batch and seasoning condition are stated per line item, with a blank field treated as unspecified rather than as agreement. The sampling plan and the re-test rules were agreed in writing before shipment, and release of goods was made conditional on a complete document set rather than on a phone call.

SectorStone, engineered surfaces and tile
EngagementPilot support
What we producedSpecification template, sampling plan, release checklist

OutcomeDisagreements moved from the delivery dock to the purchase order, where they cost almost nothing.

04 Asia to Australia

Timber supply that matches the specification and the schedule

Mill selection and a second source, with origin and legality records built into the order file from the first purchase order.

The situation

A project pipeline was exposed to timber lines that ran short at the wrong moment, and to mills whose grade and specification did not map cleanly onto what the destination market required. Grade names that looked equivalent on paper described different things at each end of the transaction.

What we did

We identified and compared suitable mills, then checked grade, treatment and specification against what the projects actually needed rather than against what the catalogue claimed. A second source was qualified for the lines most likely to interrupt a programme, and origin and legality records were built into the order file at the point of ordering rather than requested afterwards, when they are hard to obtain and easy to dispute.

SectorStructural and appearance timber
EngagementSupplier qualification
What we producedMill comparison, grade and treatment review, origin record structure

OutcomeSupply that matches specification and schedule, with the origin record already sitting in the file.

05 Asia to Australia

Building a product category from an empty page

Supplier selection and specification review for a bathroom category that did not exist yet.

The situation

A business wanted to carry bathroom ware and fittings but had no view of which factories were credible, which specifications mattered in the destination market, and which apparently identical products would fail on arrival. The category looked like a commodity from the outside and was not one.

What we did

We ran supplier selection across vanities, mirror cabinets, tapware and sanitaryware, reviewed specifications against local requirements, and compared factories on capability and consistency rather than on price alone. The quality checks that had to pass before an order shipped were set at the same time, so the first order was not also the first test.

SectorBathroom ware and fittings
EngagementFixed-scope report, then sourcing support
What we producedFactory comparison, specification review, pre-shipment check list

OutcomeProduct lines chosen against local requirements rather than against a catalogue photograph.

06 Asia to Australia

Small orders that arrived one piece at a time

An order and consolidation redesign for components that were arriving separately and holding up assembly.

The situation

Cabinet hardware, carcass and flat-pack components were being ordered from several suppliers in small quantities. Each shipment travelled separately, freight cost per unit was unpredictable, and assembly waited on whichever component arrived last, so the slowest supplier set the pace for everything.

What we did

We mapped the actual order pattern rather than the intended one, grouped suppliers by lead time and lane, and put a consolidation step in place so related items travel together. Order cycles were then set against the consolidated schedule rather than against each supplier's individual promise, which is what had been producing the part-complete deliveries.

SectorCabinet hardware and flat-pack components
EngagementWorking session, then implementation support
What we producedOrder pattern map, consolidation schedule, lead-time model

OutcomeSimpler freight, steadier lead times, and far fewer part-complete deliveries.

Theme Three

Proving what you are actually selling

A product is not ready to sell because it exists. It is ready when the claims made about it can be traced to something, and when that evidence can be produced on demand rather than reconstructed.

07 Australia

Separating the law from the standard from the contract

A regulatory position an exporter could hand to a counterparty without misrepresenting advice as law.

The situation

An exporter was answering compliance questions from product literature written for other markets. Requirements that were only commercial preferences were being presented as legal obligations, and genuine statutory duties were being missed entirely. Neither error is visible until a counterparty tests it, and by then it is a credibility problem as well as a compliance one.

What we did

We compiled a single reference with each part labelled by provenance: statutory requirements with legislative references, a register of the published standards that may be called up, and a clearly separated advisory section of recommended controls. Every sourced statement resolves to an address the reader can open, and no copyright standard text was reproduced, so the document could be circulated without a licensing problem of its own.

SectorTimber and wood-based products
EngagementFixed-scope report
What we producedRegulatory position, standards register, recommended evidence controls

OutcomeA document that could be circulated to counterparties without misrepresenting advice as regulation.

08 Cross-border

An evidence file that lived in three inboxes

A cloud workspace and open-item log that made file completeness visible before a shipment moved.

The situation

Specifications, certificates, origin records and supplier correspondence were spread across email, chat and a shared drive with no version control. Nobody could say whether a file was complete without asking three people, and shipments were being released on the assumption that someone else had checked.

What we did

We moved the working material into a single cloud workspace structured by document group, and added an open-item log with an owner and a date on every entry, so an unanswered question could not quietly become an accepted one. AI-assisted review reconciled product descriptions across catalogue, supplier file and sample, and every AI output was checked by a person before it was relied on.

SectorCross-border trade operations
EngagementTechnology enablement
What we producedWorkspace structure, document groups, open-item log, AI-assisted reconciliation

OutcomeFile completeness became visible, and release stopped depending on anyone's memory.

How We Report

Read the label before you rely on the number.

Sourced facts carry a reference

Statements about law, regulation and published standards resolve to an address you can open yourself. We do not ask you to take our word for a requirement.

Advice is labelled as advice

Recommended controls are ours. Where a control is stricter than the law, it applies only if the parties put it in the contract, and we say so on the page.

Scenario numbers are labelled as scenarios

Where an engagement uses modelled figures before real records exist, they are marked as design parameters, not as claimed results.

Names stay out of it

Client identity, brands and project detail are withheld in anything we publish, including this page. Reference conversations happen only with written permission.

Your Situation

If one of these looks familiar, it usually is.

These engagements started in different industries and ended up with the same shape of problem: a decision that had to be made before the evidence to support it existed. Tell us the decision you are facing and we will tell you what it would take to answer it properly.

Discuss your situation