Introducing Finforge-N3
Build new trading algos and analytics with financial AI model, Finforge-N3
Finforge-N3 is a new kind of adaptive, continually-learning AI model that rapidly identifies and adjusts to evolving patterns in stocks, crypto, forex, and commodities. Combine exogenous data seamlessly, validate strategies over 20 years of historical data, and outperform in live-market trading.
How Finforge-N3 works
Finforge-N3 is an advanced deep learning model for financial markets, designed to prevent common modelling errors like overfitting (memorising) and underfitting (not learning), while continually and quickly adapting to new market patterns and maintaining a stable long-term memory.
Meta model
Finforge-N3 uniquely combines parallel and chained deep forecasting models with reinforcement learning into a single meta-model, improving market predictions by effectively managing underfitting and overfitting.
Continual Learning
Unlike traditional pretrained LLMs like GPT, Finforge-N3 is always in learning mode, constantly adapting to market changes.
A quick learner with long memory
Learns something new every hour while maintaining long-term memory of market patterns and events.
Exogenous data
Finforge-N3 can effectively integrate many data streams like prices, news and exogenous data like oil & gold futures as market sentiment, to make a forecast for any asset.
Combine, chain Finforge-N3 and data assets for better market performance
Chain Finforge-N3 AI models with data assets in multiple steps to create entirely new kinds of trading algos and analytics that outperforms the market.
Chain Finforge-N3 models to first screen stocks monthly based on fundamentals, news, and price data -selecting up to 20 based on forecasted price. Next, shift to daily forecasts, narrowing the selection down to the top 5. Trade these selected stocks using 2x leverage via Alpaca.markets.
Forecast Oil and Gold futures with Finforge-N3, and apply these predictions as exogenous data and sentiment measures when forecasting S&P 500 stocks. Automatically rebalance a live portfolio daily, investing based on the top 3 daily forecasts.
Combine Nasdaq-100 stocks and the top 150 crypto coins by market cap, forecast their hourly intraday movements with N3, and trade using leverage on Alpaca.markets.
Dow Jones
Nasdaq
S&P 500
Forex
Commodities
Indices
Indicators
Crypto
Enterprise grade financial data
Sourcing live financial market data for AI models is hard. Finforge uses providers with servers co-located at exchanges, aligns all data in time correctly and readies it for machine learning.
Data ready for machine learning
We integrate multiple data types across asset classes, including price data, news, and financial statements for stocks, and price and news for crypto and forex markets. Finforge also have commodities, indices, futures and economic indicators
25 years of training data
Our training data extends back to the early 2000s, providing Finforge-N3 with extensive historical context spanning multiple market cycles and economic conditions.
Stock, crypto, forex and more
Our systems meticulously clean and prepare all incoming data, creating optimized datasets specifically designed for machine learning applications.
