Live System · Patent Pending US 63/889,131

Enterprise Probability
Engine · DDLM-69

Walk-forward multi-model signal stack. López de Prado methodology. Real-time Supabase + Polygon data. The prediction engine that powers the AGILEra stack.

Pipeline
Watchlist
News Feed
API
Active Signals
—
Live forecasts
Avg P(Accept)
—
López de Prado ensemble
Buy Signals
—
High-conviction setups
Last Updated
—
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Live Signals
Ticker Signal Score P(Accept) Confidence Horizon
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Machine Learning Stack

TA-Lib15+ indicators · real-time
López de PradoTriple Barrier · Purged K-Fold
RF + XGBoost + LightGBMSoft-vote ensemble
Monte CarloVaR · CVaR · risk engine
FinBERT SentimentProsusAI · per-ticker news
Walk-Forward ValidationNo look-ahead bias

Infrastructure

SupabasePostgres · real-time · storage
Polygon.ioMarket data · news API
Vercel EdgeServerless · global CDN
GitHub ActionsDaily pipeline · automated
API Endpoints10 live production routes
Patent PendingUS 63/889,131
Enterprise Tiers
Standalone
$8K
per month
  • API access · 10 endpoints
  • Up to 50 tracked symbols
  • TA-Lib + ensemble signals
  • Dashboard access
  • Email support
Nexus Bundle · Popular
$18K
per month
  • Unlimited symbols
  • Full API suite
  • News sentiment (FinBERT)
  • AGILERA CRM integration
  • Nexus‑AGILE access
  • Priority support
Enterprise
$35K
per month
  • Full AGILERA stack
  • Custom model training
  • FinGPT forecasting layer
  • Dedicated CSM
  • 24/7 SLA
  • White-label option

Part of the AGILERA Platform

DDL-69 · Nexus-AGILE · AGILERA CRM · $3M Seed · Staz Media, LLC

Investment Deck → Live Dashboard