EI-301a · Module 2

Regulatory Impact Analysis

3 min read

Regulatory impact analysis translates policy language into operational requirements and business implications. The VANGUARD framework analyzes each regulatory signal across four dimensions: scope (who and what does this apply to?), requirements (what must be done to comply?), timeline (when does compliance become mandatory?), and consequences (what happens if you do not comply?). These four questions produce a regulatory impact brief that decision-makers can use to prioritize compliance investments.

Do This

  • Translate regulatory language into plain-English operational requirements — "algorithmic impact assessment" becomes "document what your AI does, test it for bias, and publish results"
  • Quantify compliance cost ranges — engineering time, audit fees, documentation effort, ongoing monitoring investment
  • Map regulatory requirements to existing organizational capabilities — identify gaps, not just requirements

Avoid This

  • Forward regulatory text to stakeholders without analysis — legal language without interpretation produces anxiety, not action
  • Overstate compliance difficulty to create urgency — false alarms erode trust when real urgency arrives
  • Analyze regulations in isolation — multiple overlapping regulations may create compounding requirements or conflicting obligations

The highest-value regulatory impact analysis identifies the gap between current organizational capabilities and regulatory requirements. If the regulation requires algorithmic auditing and you already conduct internal bias testing, the gap is documentation and external validation — not building a testing program from scratch. Gap analysis turns a 200-page regulation into a prioritized list of 5-10 specific projects with estimated effort and timeline.