We are an LSE-based startup building a platform that helps organisations anticipate how laws and regulations will be enforced in practice. Our goal is to clarify enforcement risk and timing in an increasingly uncertain regulatory environment.
"Every second, a law is enforced somewhere in the world."
Enforcement Intelligence
Predicting the gap between legislative intent and regulatory reality
Agency Capacity Modeling
Analyze regulatory agency budgets, staffing levels, and technical capabilities to predict actual enforcement potential versus statutory mandates.
Implementation Timeline Prediction
Forecast the lag between legislative passing and on-the-ground enforcement using historical implementation data and bureaucratic friction indicators.
Litigation & Fine Risk
Quantify the probability of regulatory action, fines, or litigation in specific jurisdictions based on agency priorities and political will.
Regulatory Text & Budget Analysis
Cross-reference legal texts with fiscal allocations to identify 'zombie laws'—regulations that exist on paper but lack funding for enforcement.
5 Core Metrics
Quantified indicators for regulatory enforcement risk and compliance planning
Enforcement Probability Score
Predict the likelihood of a specific regulation being actively enforced based on agency budget, staffing, and political will.
Inspection Intensity Index
Forecast the frequency and depth of regulatory inspections in specific jurisdictions and industries.
Compliance Cost Forecast
Estimate the actual cost of compliance implementation versus the risk-adjusted cost of non-compliance fines.
Regulatory Will Indicator
Quantify the political and bureaucratic commitment to enforcing specific mandates, distinguishing rhetoric from reality.
Implementation Lag Tracker
Measure the time gap between legislative passing and effective enforcement to optimize compliance roadmaps.
How It Works
A four-step process that transforms legal text and agency data into enforcement intelligence
Regulatory Data Ingestion
Ingest legal texts, agency budget allocations, staffing reports, and historical enforcement records across 85+ jurisdictions.
Capacity & Will Modeling
Analyze the gap between statutory mandates and actual agency resources. Quantify political will through budget prioritization and leadership rhetoric.
Enforcement Prediction
Use machine learning to forecast enforcement probability, inspection intensity, and fine severity for specific regulations and industries.
Compliance Intelligence
Generate actionable risk heatmaps and compliance cost forecasts. Alert teams to emerging enforcement spikes before they hit the headlines.
Why Polarity Politica?
For Compliance & Legal Teams
Move beyond "laws on paper." Understand which regulations will actually be enforced, where, and how aggressively.
What We Predict
Enforcement probability, inspection intensity, and implementation timelines. We quantify the "bite" of regulation.
Our Methodology
We combine legal text analysis with agency resource modeling. A law without a budget is just a suggestion—we show you the difference.