Market Opportunity
Target Markets
Aggregate TAM across 15 areas exceeds $2.5 trillion. The same mathematical engine solves vastly different billion-dollar enterprise challenges.
Tier 1 Validation Markets
Measurable ROI, low regulatory burden
Enter-first markets where behavioral prediction delivers immediate, quantifiable value.
TAM
Customer Service & Churn
Model the behavioral personality driving customer flight. Predict churn before it happens by understanding individual motivation patterns, not just usage metrics. Intervene with precisely calibrated retention offers.
WTP: $100K–$2M/yr • Real-time prediction during live conversations
TAM
Marketing & Consumer Behavior
Replace static market research with virtual population campaign pre-testing. Simulate how real individuals — not demographic averages — will respond to messaging, pricing, and product positioning before launch.
WTP: $200K–$5M/yr • Virtual focus groups at scale
TAM
Financial Trading
Predict trader decision patterns for pre-market behavioral alpha. Model emotional and strategic reactions to live market events, earnings calls, and breaking news. Calculate deterministic predictions of trader behavior under pressure.
WTP: $500K–$10M/yr • Pre-market alpha generation
TAM
Gaming (NPC AI)
Adaptive behavioral personas that transform emergent storytelling. NPCs that remember, adapt, and react to individual player behavior — creating genuinely unpredictable narratives that evolve based on player psychology.
WTP: $100K–$3M/yr • True emergent narrative AI
Roadmap
Validation Pipeline
A structured path from proof-of-concept through regulated verticals to defense and clinical applications.
Phase 1 — 0-12 months
Prove It
2-3 lighthouse customers. Demonstrate measurable behavioral prediction accuracy in controlled commercial environments.
Phase 2 — 6-18 months
Academic Validation
Publish results (not the function). Establish scientific credibility through staged academic disclosure.
Phase 3 — 12-24 months
Regulated Verticals
Expand into HR, Insurance, and other regulated industries with compliance-ready deployment.
Phase 4 — 24+ months
Defense & Clinical
High-stakes environments: defense applications, clinical psychology, and critical infrastructure.
Projections
Conservative revenue estimates
Year 1 ARR
$1.1M–$4M
2-3 lighthouse customers across Tier 1 markets
Year 3 ARR
$15M–$45M
Expansion into regulated verticals + data compounding moat
"Data science models cannot include human behavior, which ultimately dictates the outcome. We've solved this."