Autonomous Research Infrastructure

Test financial hypotheses with an AI-driven experiment loop.

KAI-Lite is a structured historical research system. It is not a live trading bot, not a signal generator, and not financial advice.

Core Loop

  1. Research Seed
  2. Strategy Generation
  3. Backtest Execution
  4. Metric Evaluation
  5. LLM Critique
  6. Experiment Memory

Research seeds become structured experiments.

Backtests stay historical and inspectable.

Critiques and iteration history remain visible.

Sprint 4

Generate a strategy candidate

Translate a research seed into a validated deterministic backtest config. Generation stays separate from execution.

Generated configs will appear here with the validated backtest payload, attempt metadata, and any repair warnings.