Reconstruct competitor commercial intent from ecommerce changes over time with temporal evidence, counter-evidence, competing hypotheses, decision support, and self-calibrating observed precision from later outcomes.
Monitor official US product recalls and turn CPSC data into structured risk intelligence, including products, hazards, remedies, incidents, injuries, retailers and action priority.
Turn public Shopify catalog changes into prioritized commercial events with impact scores, urgency, evidence, and recommended actions.