Text highlighted in light blue or shown in blue is AI generated.

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
Regulatory Forecast Monitor
View some nice examples

* In this MVP, most records don't produce meaningful information, so I took the liberty to handpick some I liked. Despite this, feel free to browse around. This is all real data.

Completed assessments may be reused for up to one hour. Use Refresh history to run fresh research.