Finforge
Finforge provides self-learning AI investment agents that autonomously select securities, forecast returns, and construct and rebalance portfolios as market conditions change. The company currently operates four live trading agents, including Sophon Core on the S&P 500, which has generated a +20.6% return since April 2026 versus a +7.1% benchmark. Sophon is delivered as configurable agents in a mobile brokerage app launching in Sweden, Germany, and Spain.
- Artificial Intelligence
- Financial Technology
- AI Agents
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Millions of retail investors build their financial futures at a disadvantage, historically underperforming due to poor timing, impulse decisions, and limited tools. General-purpose AI chatbots are insufficient because they cannot continually learn from markets, construct or manage portfolios, or operate within a regulated brokerage framework.
Solution
Sophon is an adaptive AI investment engine that autonomously selects securities, forecasts returns, and constructs and rebalances portfolios as new market data arrives. The flagship agent, Sophon Apex, trades S&P 500 securities and has generated a +22.5% return since live deployment on 21 April 2026, versus a +9.2% benchmark return. Four Sophon-3 agents were selected and locked before deployment, and every decision is recorded and measured against relevant benchmarks for transparency. Simulation and live trading reproduce the same decisions trade for trade, and methods and limitations are publicly published. Sophon is delivered as configurable AI agents in a mobile brokerage app launching in Sweden, Germany, and Spain through Alpaca's licensed European entity.
Target Audience
Sophon targets retail investors who manage their own money and pursue real financial goals, with an initial launch focus on consumers in Sweden, Germany, and Spain.
Features
- Self-learning AI architecture that adapts to changing market conditions rather than relying on frozen models
- Four live trading agents currently operating through Alpaca.markets, including Sophon Core on the S&P 500
- Per-trade decision logging with public updates and audit trail for full transparency
- Portfolio construction and rebalancing engine that adjusts weights based on incoming data
- Mobile brokerage app integration enabling everyday investors to deploy AI-managed portfolios
- Research-backed methodology built on eight years of deep-learning and financial machine-learning research