How ACIS Works
AI picks the stocks. You mirror the trades. Get email alerts when positions change.
AI Picks the Stocks
Our machine learning models analyze thousands of stocks daily and build optimized portfolios.
- LightGBM models trained on 10+ years of data
- Daily predictions on 3,000+ US equities
- 8 distinct strategies: Value, Growth, Dividend & more
You Mirror the Trades
See exact positions and weights. Execute trades at your own brokerage—we never touch your money.
- Works with any brokerage (Schwab, Fidelity, etc.)
- Clear position weights and target allocations
- Your funds stay in your account, always
Get Email Alerts
When our AI makes a position change, you get an email notification instantly.
- Only 1-3 changes per strategy per day
- Detailed explanations for each change
- Low turnover for tax efficiency
Analyze Your Portfolio
Upload your existing holdings to get AI health scores, find weak spots, and get swap suggestions.
- Health grades from A+ to F for each stock
- AI swap recommendations for underperformers
- Track cost basis and calculate total returns
Track Your Returns
Your performance is tracked from your subscription date, not the portfolio inception.
- See exactly how you are doing
- Compare vs benchmarks
- Complete position history
Behind the AI
Our machine learning pipeline runs every day to optimize model portfolios.
Data Collection
We aggregate data from premium providers covering fundamentals, technicals, and alternative data.
Feature Engineering
50+ proprietary features are computed daily, including our custom momentum and value factors.
Model Training
LightGBM ensemble models are retrained nightly with walk-forward validation.
Prediction Generation
Each model scores 3,000+ stocks and outputs expected returns for the next period.
Portfolio Construction
JAX-based RL agents optimize position sizing subject to risk constraints.
Position Updates
Surgical changes are published to model portfolios by 7 PM ET. You get notified instantly.
Why Sign up free to AI-Managed Portfolios?
Remove Emotion
AI makes decisions based on data, not fear or greed.
Scale Analysis
Our models analyze 3,000+ stocks daily—impossible manually.
Low Turnover
Only 1-3 surgical changes per day keeps costs and taxes low.
Full Transparency
See every position change with complete audit trail.
Common Questions
How often do positions change?
Our AI makes surgical updates—typically 1-3 changes per day max. You'll be notified immediately when changes occur.
Can I use my existing brokerage?
Yes! ACIS provides the model portfolio positions. You execute trades at your preferred brokerage (Schwab, Fidelity, Vanguard, etc.).
What's the minimum investment?
There's no minimum enforced by ACIS. However, we recommend at least $10,000 to properly diversify across the 20-40 positions in each strategy.