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GitHub
MVP concept

Regulations change.
The context should keep up.

Kobalt Labs helps companies understand how current regulations apply to their documents and circumstances. This concept explores a companion data layer: tracking how those regulations change and anticipating what could happen next.

The foundation is accurate, traceable regulatory data. This monitor links official publications into a history, separates observed changes from AI forecasts, and keeps the evidence behind each assessment.

What this could become

This is an early MVP, nowhere near a finished product. It demonstrates the data and forecasting workflow. Company-specific impact analysis, alerts, and validated predictive accuracy are future work.

Explore the architecture
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