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Cases from Practice

These first three are Origin Cases: evidence of where the logic came from, not claims that the named method guided the work. Future Validation Cases will test Adaptive Thinking deliberately.

ORIGIN CASE 012016–2020 · revisited 2025

The Software Changed. The Decision Architecture Survived.

Nine years of pricing decisions, four systems, one underlying logic.

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ORIGIN CASE 022020

When Local Cash Became Regional Liquidity

Four fragmented cash positions became one regional system — cutting the cash held across the region from roughly PLN 60–70 million to around PLN 10 million.

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ORIGIN CASE 032020–2022

When Speed Needed a Sequence

Technical integration took two weeks. Organisational ownership took a year. Economic integration took two years.

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The method did not guide this work. The work later helped reveal the method.

That distinction matters. Origin Cases document the practical patterns from which Adaptive Thinking emerged. Future validation cases will test the named method deliberately.