Meet the model stack.

HOUSEAIWINS is an automated sports research system built to analyze daily markets without treating every possible wager as a play. It combines game lines, player props, player and team performance, matchup context, weather, injuries, price, and market movement—then applies selective release gates before anything becomes an official pick.

DECISION LAYER

HOUSE

Coordinates projections, research packets, price checks, simulated results, portfolio risk, and recent performance. HOUSE decides which signals deserve promotion to an official release.

Role: Portfolio director · Release authority

PROJECTION ENGINE

ASPEN

Powers MLB, WNBA, and NFL moneyline research. ASPEN estimates each side's win probability, compares it with the available price, and surfaces possible mispricing—including underdogs.

Role: Probability analyst · Market scout

RESEARCH & PROPS

Cerberus

Organizes player props, probable starters, recent form, team and player statistics, weather, matchup context, and market boards to challenge projections from multiple angles.

Role: Research guardian · Context validator

HOUSE, ASPEN, and Cerberus are fictional visual identities for software systems—not human analysts or customer-service representatives.

JARVIS: monitoring and accountability

JARVIS is the operations and accountability layer. It monitors pipeline health, grades official plays, tracks performance, watches challenger models, and publishes the sanitized public ledger you see here. The public dashboard shows the Free Play and Bank Builder live; settled VIP winners may appear as proof, while the current VIP card stays private.

What “self-adjusting” means

The system does not rewrite itself after every loss. It measures recent simulated and settled performance, compares live models with challengers, changes confidence and volume gates, and keeps sport- and market-specific evidence fresh. Human review and research context remain part of the release process. No model eliminates risk and no outcome is guaranteed.