Independent event models, live prediction-market pricing, source-level evidence and a permanent scored history — informed by proprietary real-estate and sports data infrastructure where those datasets genuinely matter.
PropBetEdge Predictions can draw from the broader PropTechUSA and PropBetEdge data ecosystem when a market overlaps a domain we already understand deeply. Every forecast still discloses which source classes actually contributed.
Property, parcel, market, rent, mortgage, distress, hazard and geographic intelligence can support housing, affordability, disaster-exposure and local economic prediction models.
League, player, market, historical and model outputs from the PropBetEdge sports stack can inform sports-linked prediction contracts without rebuilding the underlying sports intelligence twice.
Federal agencies, weather authorities, official releases, market venues and other declared sources complete the evidence layer for domains where proprietary data is not the right input.
Research-stage examples clearly separated from validated performance.
Every market page is designed to become a durable research object: one event, one canonical question, one forecast history, one evidence trail and one resolution record.
PBE-FED-2026-09-001Material inputs identify provider, source class, observation time and retrieval time so outside researchers can inspect what the model actually saw.
Probabilities retain their model ID, version, assumptions, feature snapshot and timestamp instead of silently changing as the system learns.
The authority and resolution rule are stored before scoring. Once resolved, the forecast joins the permanent track record — good or bad.
Historical tests must use only data available before each event. Revised or post-event information is excluded from legitimate backtests.