The four stages.

Each stage runs continuously. The system never stops iterating.

01 · SCAN

Target selection

Rank trading targets by realized volatility, liquidity, and opportunity surface across venues.

02 · SIMULATE

Hypothesis generation

AI proposes 3–5 strategy variants per target. Each one parameterized and ready to run.

03 · LEARN

Backtest & score

Variants run in shadow mode against live tape. Performance scored. Every run archived.

04 · DEPLOY

Promotion

Top performer promoted to live capital. Underperformers retired and archived for context.

Three engines, one OS.

ENGINE 01

Crypto Strategy Engine

Pine's KuCoin engine ranks every pair on rolling realized volatility. AI generates strategy candidates per target, runs them in shadow mode against live tape, and promotes the top performer. Every variant is fully defined in JSON — agents can author them without touching code.

ENGINE 02

Prediction-Market Inference

Mirror copy-trading is fragile — you inherit the leader's mistakes and you're always one block behind. Pine reconstructs the strategy underneath: position sizing, time-of-entry windows, market-context patterns, exit logic. Then deploys with our parameters and risk.

ENGINE 03

Backtest Laboratory

Tick-replay harness with 6+ months of high-frequency history. 100+ strategy result sets archived, structured, scored, and re-runnable. Each iteration makes the next AI reasoning step smarter.

Parrot copied trades. Pine copies the trader.

First-gen prediction-market platforms (like Parrot) proved the demand for copy-trading. Pine builds the smarter cousin.

MIRROR COPY

Reactive

  • Always behind the leader
  • Inherits their mistakes and fills
  • Breaks when leader stops trading
  • No edge of your own
STRATEGY INFERENCE

Adaptive

  • Captures the logic, not the click
  • Resilient to leader churn
  • Re-parameterized to our risk
  • Compounds with our own loop

See the system in action.

A look at the Polymarket-vs-BTC dashboard and live backtest archive.

View the demo