LemonSwift
Autonomous Intelligence Systems

Where machines think, capital moves

We build AI-powered autonomous systems that trade, research, and advise — running 24/7 without human intervention. Two divisions. One mission: compound edge through intelligence.

Explore our divisions
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01 Divisions
Live · Autonomous

AlphaForge Capital

Algorithmic trading across US equities and cryptocurrency. Self-improving strategies powered by Elo tournaments, autoresearch pipelines, and episodic memory. Running live on AWS, 24/7.

Equities Crypto Alpaca Crypto.com Elo Ranking Autoresearch
Research · Advisory

Foxglove Advisory

Contrarian value investment research with multi-agent AI. Six autonomous analysts debate every recommendation through adversarial challenge before it reaches the board. Sentiment-driven. DCA-disciplined.

Multi-Agent Adversarial Debate Stochastic Analysis DCA Engine UK ISA Pension
10+
Autonomous Agents
24/7
Continuous Operation
2×
Market Coverage
<2m
Decision Latency
02 Philosophy

We believe the best opportunities look terrible on the surface. Our systems are built to see through sentiment, ignore the crowd, and act with precision when others hesitate.

03 Capabilities
01 Autonomous Trading Self-improving strategies across equities and crypto
02 Multi-Agent Research Fan-out parallel analysis with adversarial debate
03 Stochastic Modeling Monte Carlo scenario analysis for every recommendation
04 Sentiment Intelligence Fear/greed regime classification and catalyst tracking
05 DCA Orchestration Systematic entry and exit with volatility-adaptive sizing
06 Risk Governance Kill switches, drawdown limits, and human-in-the-loop approvals
04 Contact

Let's
build