ACIS Trading's answer:

Philip D. Tasho, Former CEO & CIO, TAMRO Capital Partners ($2.4B AUM)

ACIS Trading's answer:

• Analyzes YOUR portfolio, not generic stock lists • Works with any brokerage—you keep full control • Hedge fund ML (LightGBM + reinforcement learning) at retail prices • Specific trade recommendations: "Sell 33 shares of X, buy 75 of Y" • Detects concentration risk and volatility violations automatically

ACIS Trading's answer:

Most investment tools give generic stock picks or take over your money entirely. ACIS is different—we analyze YOUR actual holdings and give you specific, actionable trade recommendations while you keep full control at your existing brokerage.

Compared to robo-advisors (Betterment, Wealthfront): You stay in control. No handing over your money. ACIS works with your Schwab, Fidelity, or any self-directed account.

Compared to stock pickers (Motley Fool, Seeking Alpha): We don't just say "buy this stock." We analyze your entire portfolio, detect concentration risk, and tell you exactly how many shares to trade.

Compared to financial advisors: Hedge fund-quality ML at $49-99/month instead of 1% AUM ($10,000/year on a $1M portfolio).

ACIS gives you the best of both worlds: institutional-grade AI analysis with complete control over your investments.

ACIS Trading's answer:

Self-directed investors who manage their own portfolios at brokerages like Schwab, Fidelity, E*Trade, or Webull. They want smarter insights but don't want to hand their money to a robo-advisor or pay 1% to a financial advisor. Typically experienced enough to execute their own trades, but want AI-powered analysis to make better decisions.

ACIS Trading's answer:

I built ACIS because I was frustrated as a self-directed investor. I wanted smart, data-driven recommendations—but my only options were robo-advisors that wanted to manage my money or expensive financial advisors charging 1% of my portfolio.

I thought: why can't I get hedge fund-quality analysis for my own holdings while keeping control at my existing brokerage?

So I built it. ACIS uses the same ML techniques (LightGBM, reinforcement learning) that quantitative hedge funds use, but applies them to YOUR portfolio. You get specific buy/sell signals based on your actual positions—not generic stock picks.

ACIS is for the 60 million Americans who chose self-directed accounts because they want control. Now they can have professional-grade AI too.

ACIS Trading's answer:

Backend: Python, FastAPI Frontend: React, Vite, Tailwind CSS Machine Learning: LightGBM (GPU-accelerated), JAX PPO (reinforcement learning) Database: PostgreSQL, DuckDB (feature store) Market Data: Polygon.io API Brokerage Integration: Snaptrade API Payments: Stripe Infrastructure: Nginx, Redis, AWS Secrets Manager