Upcoming regulatory changes

LLM-extracted from regulator announcement pages. AI-assessed — review each impact before pushing tickets to your team.

Upcoming changes detected

Impacts pending review

LLM-processed

Changes

No upcoming changes detected. The worker checks UKGC + MGA announcement pages daily. Add KURAL_ANTHROPIC_API_KEY to enable extraction.

How this works

KURAL watches the official UKGC + MGA announcement pages daily. When the page hash changes, the LLM extraction pipeline pulls the summary, effective date, and cited clauses out of the regulator's text via Claude Sonnet, then maps cited clauses to existing controls in your library via the source-citation index. Every extraction is logged with token cost + prompt hash in LlmCallLog.

AI-assessed fields show their confidence — anything below 85% waits in the per-impact review queue (open a change to triage). Once impacts are approved you can push them to Jira as future_compliance_gap findings — due date is set to the effective date minus 30 days.