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The strategy layer of agentic trading.

Build investment strategies with AI, validate them in live markets, and let your agent trade them in your own brokerage account.

Start free
You're in. We'll email you when your spot opens
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SEC registered
SIPC member
128-bit+ encryption
Build
What's your goal?
Steady long-term growth
Protect against big losses
Ride market trends
Buying the dips
AI builds your strategy
VTI30%
SCHD15%
NVDA12%
MSFT10%
AMZN10%
SQQQ8%
Cash15%
Validated in live markets
Validationpassed
✓ Tested in-sample
✓ Validated out of sample
✓ Live paper trading on real prices and fills
Your agent trades it
✓ Fetched today's plan from Portfolio Lab
VTI · buy   NVDA · trim   MSFT · new
AMZN · exit   SQQQ · hedge
✓ 5 orders placed in your own account
ClaudeChatGPTany MCP agent
Illustrative example. Not investment advice or a recommendation to buy or sell any security.

See It In Action

One build.
Multiple strategies.

Every build generates multiple complete strategies, each tuned to a different objective. See what each holds, when it trades, and why.

Strategy type

Tactical Long/Short

Assets
IVV
TQQQ
IBIT
VTV
VHT
Optimized for Return
66.3%
CAGR
1.24
Sharpe
-41.1%
Max Drawdown
41.1%
alpha
Optimized for Sharpe Ratio
63.8%
CAGR
1.33
Sharpe
-33.9%
Max Drawdown
45.1%
alpha
Optimized for Min Drawdown
12.3%
CAGR
0.61
Sharpe
-12.3%
Max Drawdown
3.8%
alpha
Multiple strategies generated from a single build. These are 3 of many. Each adapts its allocations as market conditions change.
All results shown are simulated and hypothetical. They do not represent actual trading and do not guarantee future performance.
Deploy the ones you like. Everything they do from then on is timestamped, live. Proof, not promises.
Start free

Used by investors from

alphaAI Capital - AI Trading App that Dynamically Adapts to the Markets | Product Hunt

How It Works

From build to
live strategy in minutes

For self-directed investors who want systematic strategies without building the system.

01

Choose a strategy type

Momentum, mean reversion, tactical, hedged, and more.

02

Pick your assets

The ETFs and stocks your strategies build on.

03

The models optimize

Multiple strategies per build, each tuned to a different objective.

04

Validate them live

Deploy to your paper portfolio. Real market data and fills, virtual capital.

Then take it to real money, your way.

Agentic Trading

Your brokerage, your agent.

Momentum, mean reversion, tactical, hedged, and more.

Managed

Managed by alphaAI.

Hands-off, through an SEC-registered adviser.

Why Portfolio Lab

Not a
chatbot.

Language models read, explain, and execute. They don't decide. Portfolio Lab strategies run on specialized models trained on decades of market data.

Portfolio Lab is powered by
7

AI models

200+

predictors working together

1B+

datapoints training the AI

35+

years of market history

5 categories of data
Fundamental
Technical
Estimate
Macroeconomic
Alternative
The machinery is visible: what each strategy holds, when it trades, why it moved to cash.

Strategy Types

Different rulebooks.
One discipline.

Systematic entries and exits. Cash when conditions call for it.

Risk-Aware Hedged

Long-only core portfolio. When AI detects elevated risk, a hedge is automatically added to reduce drawdowns.

Best for: core portfolios with downside protection.
Up to 10 assets
Long + Hedge

Tactical Long-Only

AI shifts allocation based on market conditions. Full exposure when risk is low, defensive cash position when it rises.

Best for: capturing upside with a built-in cash safety net.
Up to 5 assets
Long + Cash

Tactical Long/Short

AI shifts between cash and an inverse position to maintain a long/short portfolio stance as market conditions evolve.

Best for: maximum adaptability across bull and bear markets.
Up to 5 assets
Long + Inverse

Momentum Long-Only

Ranks assets by momentum signals and holds the strongest performers. Automatically moves to cash when trends turn negative.

Best for: systematic trend following with rules-based selection.
Up to 10 assets
Long + Cash

Momentum Hedged

Momentum-driven asset selection with an AI-activated hedge. When AI detects elevated risk, a hedge is automatically added for downside protection.

Best for: systematic trend following with hedged downside.
Up to 10 assets
Long + Hedge

Mean Reversion

Buys oversold assets and exits when prices snap back. Cash is favored when elevated risk is detected. Trades are only entered when market conditions are favorable.

Best for: systematic dip buying with a cash downside buffer.
Up to 10 assets
Long + Cash

Leveraged Regime Switcher

AI switches between a primary leveraged ETF and a defensive instrument based on market conditions and risk signals.

Best for: investors with a high risk tolerance who want systematic leveraged exposure.
2 assets
Long + Defensive
→
→

Risk-Aware Hedged

Long-only core portfolio. When AI detects elevated risk, a hedge is automatically added to reduce drawdowns.

Best for: core portfolios with downside protection.
Up to 10 assets
Long + Hedge

Tactical Long-Only

AI shifts allocation based on market conditions. Full exposure when risk is low, defensive cash position when it rises.

Best for: capturing upside with a built-in cash safety net.
Up to 5 assets
Long + Cash

Tactical Long/Short

AI shifts between cash and an inverse position to maintain a long/short portfolio stance as market conditions evolve.

Best for: maximum adaptability across bull and bear markets.
Up to 5 assets
Long + Short

Momentum Long-Only

AI-optimized trend following. Ranks assets by momentum, holds top performers, reduces exposure when AI detects risk

Best for: riding trends with transparent, rules-based selection.
Up to 10 assets
Long + Cash

Momentum Hedged

Same momentum logic with an AI-activated hedge on margin. Full trend exposure plus downside protection.

Best for: aggressive trend following with hedged downside.
Up to 10 assets
Long + Hedge

Mean Reversion Long-Only

AI-optimized contrarian strategy. Buys oversold assets expecting a snapback. Reduces exposure when AI detects risk.

Best for: buying dips systematically with transparent entry signals.
Up to 10 assets
Long + Cash

Mean Reversion Hedged

Same mean reversion logic with an AI-activated hedge on margin. Buy the dip with downside protection.

Best for: contrarian investors who want hedged exposure.
Up to 10 assets
Long + Hedge
Run several side by side in one portfolio.

pricing

Start free.
Scale when ready.

No credit card to start. Upgrade when you want live paper trading and deeper analytics.

explorer

Free
Build and evaluate AI strategies with standard ETFs, core metrics, and live paper trading.
Limited weekly builds
Build with: ETFs
3 optimization results per build
Core metrics (Return, Sharpe, and more)
Core strategy types
Live Paper Portfolio (real market data)
No credit card required

Analyst

$25 $20/mo
Save 20% with annual billing. $25/mo if billed monthly.
Stocks and ETFs, unlimited builds, and expanded analytics.
Everything in Explorer
Build with: stocks and ETFs
Unlimited Builds
7 optimization results per Build
Expanded metrics (Alpha, Sortino, and more)
Advanced strategy types
Daily briefings
Agentic Trading
COMING SOON
Strategy CSV exports
COMING SOON
Deploy with alphaAI
COMING SOON

Quant

$50 $40/mo
Save 20% with annual billing. $50/mo if billed monthly.
Advanced assets and strategy types, all optimization targets, and data exports.
Everything in Analyst
Build with: stocks, ETFs, and advanced ETFs (leveraged, crypto, and more)
All optimization results (13+) per Build
Full metrics suite (R², Omega, and more)
All strategy types
Strategy JSON exports
COMING SOON
API access
COMING SOON
Start free
Ready to go live? Deploy your strategies with real money through alphaAI Capital. Automated execution, continuous risk monitoring, professional management.
Learn more about alphaAI Capital →
SEC registered
SIPC member
128-bit+ encryption

Give your agent
a strategy.

Start free
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© 2026 Portfolio Lab by alphaAI Capital Management LLC.
alphaAI Capital Management LLC is an investment adviser registered with the Securities and Exchange Commission ("SEC"). Registration does not imply a particular level of skill or training. Portfolio Lab is a strategy research and simulation tool for informational and educational purposes only and does not provide personalized investment advice. Simulated and backtested results shown within the Service do not represent actual trading and do not guarantee future results. All investing involves risk, including the possible loss of principal. Full Disclosures →