ACIS Trading

AI That Tells You What to Buy, How Much, and When to Sell

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December 24, 2025 I built an AI that tells you exactly what stocks to buy, how much, and when to sell

Hey IH!

The Problem

Stock picking services like Motley Fool and Seeking Alpha give you tips, but you figure out the rest. How much should I buy? When should I sell? How does this fit my portfolio? I spent 5+ hours a week reading research and second-guessing myself.

What I Built

ACIS gives you complete portfolios with exact position weights - not just stock tips.

  • Daily ML predictions across 2,500+ stocks

  • Exact weights (e.g., "4.2% NVDA, 3.8% COST")

  • Email alerts when positions change

  • "When to sell" signals - the thing nobody else tells you

How It Works

  1. Sign up, pick a plan ($19-99/mo)

  2. Get 2-8 AI strategies (Dividend, Value, Growth, etc.)

  3. Mirror trades in your brokerage (Schwab, Fidelity, etc.)

  4. Get emails when positions change

5 minutes a week instead of 5 hours.

Tech Stack

  • FastAPI + PostgreSQL (64 tables, 23GB financial data)

  • LightGBM for stock selection, JAX PPO for portfolio optimization

  • 51 features per stock, models retrain nightly

Looking For

  • Feedback - does this solve a real problem?

  • Early users - 30-day free trial,

https://acis-trading.com

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About

I spent hours on stock research with nothing actionable. Built an AI that does the thinking for me.