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Use Cases

Proven on real estates.

Finance. Logistics. Partner-led delivery.

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Case Study · Finance · Banks

Mainframe modernization

How a large bank validated deterministic system discovery across 100 programs — five reviewers, 50–100 questions, 91–98% rated accuracy — before scaling modernization across 14,155 applications.

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CASE STUDY · Finance · Banks · Partners

PHP to Java conversion

2M lines of PHP — business logic extracted and SME-validated in ~1 month, then a grounded PHP → Java blueprint with debt, dependency, effort, and risk.

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BANKING · DORA

DORA operational resilience

Connect critical banking functions to the applications, data, jobs, and dependencies that deliver them — a continuously usable technical evidence layer for DORA programs.

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CASE STUDY · Finance · Insurance

Stingray policy administration

5M lines across five languages — discovery cut from a two-year plan to a month, then a high-fidelity Stingray → .NET + Azure plan with AI-assisted execution.

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CASE STUDY · Logistics · Region expansion

Architectural drift analysis

20+ engineers on a region expansion build — track drift from proposed design to implemented design, keep transparency and checks without breaking delivery flow.

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CASE STUDY · Logistics · Shipment management

The Sunset problem

2M lines of shipment-management code — continuous legacy enhancements blocked modernized adoption and created dual-system drift until Adapts exposed gaps and a high-fidelity migration plan.

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