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Assignments that are real projects, sandboxed

Partner institutions and clients post real problems. Students solve them as assignments in a sandbox (synthetic or consented data, no effect on live systems) until the client accepts. Academic credit follows the programme's evidence standard; payment follows the client's acceptance; neither decides the other.

Every capability, grid and graph, with demo data. Nothing real is changed.

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