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Case studies

Real workflows. Real constraints. Real failures.

No invented ROI. Each case shows the process before automation, what was actually built, the rules and guardrails, measured results, failures, and what still needs validation.

Case study · Operations

Weekly scheduling for a livestream agency

The first draft used to take about six hours each week. Now it is generated from staff availability and client-owned rules; a person still reviews, edits and publishes it.

OperationsDeterministic solverHuman review
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