Each system targets a specific failure mode — latency, opacity, fragility — and ships with measured outcomes.
Predicts optimal business locations by scoring 30+ variables against revenue outcomes.
Scores 30+ variables — demographics, traffic, competition, accessibility — to produce ranked locations with confidence intervals and projected ROI.
Run Live SimulationProblem
Multi-agent systems produce opaque decision chains that are hard to debug under load.
System
Maps model decisions, tool calls, and latency patterns into a single cinematic operator view with trace replay.
Impact
Reduced mean debug time from 45min to 8min in agent orchestration workflows.
Problem
Most animation systems prioritize spectacle over accessibility and user intent.
System
Cinematic motion framework where scroll, hover, and focus transitions add signal — respecting reduced-motion preferences by default.
Impact
Zero accessibility regressions across 12 interface iterations.
Problem
Production AI systems fail on edge cases that unit tests and manual QA miss entirely.
System
Evaluation rig that generates adversarial inputs, tracks regression across model versions, and produces scored output comparisons.
Impact
Caught 3 critical regressions before production deployment across 2 AI product lines.