Developing AI Regulatory Change Monitoring System
Legislation changes constantly: new regulations, amendments, regulatory clarifications. Missing significant change creates compliance risk. AI system automatically tracks changes and assesses impact on business.
Monitoring Sources
- Official legal information portals
- Commercial legal databases with auto-updates
- Central bank, tax authority, consumer protection agency official websites
- Regulator clarifications and letters
- International monitoring (for international companies): EUR-Lex, ESMA, EBA
System Architecture
class RegulatoryChangeAlert(BaseModel):
document_id: str
title: str
source: str
effective_date: date
publication_date: date
affected_areas: list[str] # taxes / labor / licensing / ...
impact_level: Literal["critical", "significant", "minor", "informational"]
summary: str # what changed
business_impact: str # how affects business
required_actions: list[str] # what to do
internal_documents_to_update: list[str] # which internal docs to update
deadline: date | None # adaptation deadline
Relevance Assessment
Not every legislative change matters for specific company. Relevance profile configured by:
- Industry (finance, healthcare, construction)
- Company size and structure (foreign employees, export/import)
- Activity types (licensed, certified)
- Presence regions
RAG: change compared to company profile → LLM assesses impact degree.
Distribution and Workflow
Critical changes → immediate alert to lawyer and compliance officer. Significant → weekly digest. Minor → monthly review. Each alert contains: what changed, why important for you, what to do, deadline.
Integration with task tracker: automatic task creation for document updates with deadline from law.