The Execution Loop.
PIPER does not sleep, watch games, or feel fatigue. It executes a strict, 15-minute deterministic polling loop across 45 global sports to identify mathematical edge before the market adjusts.
Data Ingestion [T-00:00]
The engine connects to raw data APIs, pulling live odds, sharp book line movements, injury reports, and weather conditions across 400+ active leagues.
Signal Processing [T+00:02]
Raw data is routed through the 15-path confluence engine. Elo differentials are recalculated. Injury impacts are quantified precisely.
SIGNAL PATH COMPUTATION ENGINE
PATH 01 ELO_DIFFERENTIAL base_score � 8.0x
PATH 02 INJURY_IMPACT star=-0.80 / starter=-0.40
PATH 03 LINE_VALUE_DISC threshold: >12% deviation
PATH 04 B2B_FATIGUE NHL back-to-back: -0.50
PATH 05 HOME_COURT contextual modifier
PATH 06 FORM_STREAK last 5 games weighted
PATH 07 SHARP_MONEY line movement direction
PATH 08 TOURNAMENT_CTX underdog quality = 60
PATH 09 WEATHER_FACTOR outdoor sports only
THRESHOLD confidence = 2.0
REQUIRED minimum 2 signal paths must align
OUTPUT deterministic � same inputs = same output
CYCLE 15-minute polling across 45 sportsThe Execution Gate [T+00:04]
If Σ CONFIDENCE > 2.0 AND multiple paths align, the engine identifies a mathematical edge against the current sportsbook line (Closing Line Value opportunity).
Alert Deployment [T+00:05]
The signal is committed to the PostgreSQL database and instantly pushed to the user dashboard. You get the alert before the sportsbooks correct the line.