The edge isn't a secret.It's discipline, automated.
A multi-model AI council runs a systematic book across three uncorrelated engines — under one risk budget. Built in public, marked to market, every day.
01 — The thesis
Markets are noisy. Edges are small.Discipline compounds.
Most retail accounts don't die from bad ideas — they die from good ideas, sized wrong, held too long, exited in fear. ALIFORGE removes the hand from the wheel. Every position is signal-driven, risk-capped, and exited by rule — not by mood. The returns are a by-product. The process is the product.
02 — The engines
Three engines. One risk budget.
// uncorrelated by design — when one engine is wrong, the other two carry the book. position sizing is volatility-targeted and Kelly-capped at the portfolio level.
03 — The desk
An AI council on the desk.
Every allocation is debated by three independent models, each with a different bias. They argue; a risk layer holds the veto. No single model — and no single mood — can move the book alone. Consensus gets sized up. Disagreement gets sized down or skipped.
// disagreement is information. we trade the intersection.
04 — The risk engine
Don't take our word. Run the math.
The same Monte Carlo engine that sizes the live book, in your browser. Set the assumptions; it simulates 400 forward paths and shows the outcome fan, the odds of breaching your drawdown limit, and the exposure that keeps that risk inside budget. This is how the desk thinks about size — risk first, return second.
// illustrative simulation of outcomes under your assumptions — not a prediction, a track record, or a guarantee. Real markets have fat tails and regime shifts a Gaussian model understates. The lesson is the shape: when volatility rises, the odds of hitting your drawdown limit climb fast — so the right response is to cut size, not hope.
05 — Transparency
Risk is the product. Return is the by-product.
No black box, no screenshots of cherry-picked wins. The track record is being built in the open, paper-traded and timestamped. Every Monday, the picks. Every Friday, the P&L.
Methodology
The composite blends the three engines into one risk-budgeted book, marked daily at executable mid prices and net of estimated commissions and slippage. Returns are time-weighted; Sharpe uses daily returns annualized at √252; max drawdown is the deepest peak-to-trough on the daily equity curve. SPY is shown total-return as the benchmark.
The live record is still young — the curve above blends backtested and paper-traded results and is illustrative, replaced with audited live numbers as the record accrues.
06 — Access
Closed circle. Private by design.
ALIFORGE is a small, aligned group — a handful of people who've known each other for years. The founder's own capital trades the same book on the same rules, side by side. No outside money chasing fees, no incentive but to be right.
Access opens in cohorts as the track record matures. Join the waitlist — you'll get the weekly notes while you wait, and first call when the doors open.
No spam. Paper-traded track record · not investment advice.