Case-study patterns
The examples below are representative and anonymised solution patterns, not claims about named clients. They show how a business question can be translated into evidence, analysis and delivery.
Compare locations for lending, collateral or branch decisions without treating geography as a single generic risk factor.
Combine hazards, infrastructure, economic context, demographics, banking access and market conditions using lens-specific weights and confidence.
Screening dashboard, API output, leading contributors, conditions and data-quality report.
Understand whether a proposed asset or corridor is exposed to drainage and flood constraints.
Prepare terrain, delineate catchments, analyse rainfall, estimate runoff, model hydraulic conditions and overlay exposed assets.
Hydrology report, hydrographs, water-surface and depth maps, outlet analysis, assumptions and recommendations.
Rank candidate sites using demand, access and competitive context while controlling for risk and data quality.
Build catchments, normalise POI density, measure travel access, assess competition, hazards, population and local economic context.
Ranked shortlist, sensitivity views, catchment maps, evidence table and configurable scoring model.
Identify concentrations of exposure and locations that need deeper engineering or operational review.
Batch-score assets, retain source confidence, aggregate by hazard and geography, and test thresholds under alternative weight profiles.
Portfolio dashboard, hotspot maps, ranked review queue, API integration and audit-ready methodology.