PRE-SEED · 2026

The self-iteratingtrading fund.

AI agents that scan, simulate, learn, and deploy — across crypto and prediction markets. The trader stays in the orchestration seat. The system handles the iteration.

The thesis

Markets compound. Strategies don't.

Alpha goes stale faster than humans can iterate. The only sustainable edge is a system that re-tunes itself.

$200B+
Crypto daily spot + perp volume
The opportunity scales faster than any human can iterate against.
<90d
Typical alpha half-life
Edge decays. Without re-tuning, today's winner is next quarter's loser.
1
Trader is the bottleneck
Hand-tuning each strategy is the rate limit. The system itself must iterate.
The solution

The Pine Loop.

Four stages. One operator. Continuous compounding.

01 · SCAN

Target

Rank pairs and markets by realized volatility & opportunity surface.

02 · SIMULATE

Hypothesize

AI proposes 3–5 strategy variants per target; runs them in shadow mode.

03 · LEARN

Score

Backtest, score, evolve. Every run archived for the next iteration.

04 · DEPLOY

Promote

Top performer goes live. Underperformers archived for context.

The system

Three engines. One operating system.

ENGINE 01

Crypto Strategy Engine

KUCOIN

Volatility scanner ranks every pair. AI proposes strategy variants. Variants run in shadow mode. Winners deploy.

ENGINE 02

Prediction-Market Inference

POLYMARKET

Reverse-engineers the underlying strategy of top-performing wallets. Doesn't mirror trades — copies the trader's logic.

ENGINE 03

Backtest Laboratory

CROSS-VENUE

Tick-replay harness. 100+ strategy result sets archived. Every run is structured, scored, re-runnable.

Why Pine

Built to compound.

Four asymmetries that get sharper over time.

Cross-venue learnings

Most quants pick one venue. Pine's loop runs across crypto + prediction markets — patterns transfer.

Operator-in-the-loop

Founder orchestrates; agents iterate. Scales without burning the human or building 50-person teams.

Compounding data moat

Every backtest run is structured, scored, archived. Each iteration makes the next reasoning step smarter.

Rides the model curve

As frontier LLMs improve, Pine's strategy synthesis improves automatically. We ride the trend, not fight it.

Get in touch

Building the loop.

For investors, partners, and operators who want a closer look — we'd love to talk.

Reach out