Deep-Learning Based Alpha Research

Finding the needle in the haystack.

In markets overwhelmed by data, noise, and short-lived narratives, we identify small, persistent sources of outperformance that matter over time.

Producers & Merchants

Professional Investors

Alpha Research for

Long-Term Investing

Alpha Research for

Hedging and Risk

Long-term investing isn’t about reacting to short-term volatility.

It's about intelligently optimizing entry points during periods of volatility, and

meaningfully enhance long-term returns.

Optimized hedging entries mean more revenue and more profit.

Professional Investors

Producers & Merchants

Alpha Research for

Hedging and Risk

Alpha Research for

Long-Term Investing

Optimized hedging entries mean more revenue and more profit.

Long-term investing isn’t about reacting to short-term volatility. It's about intelligently optimizing entry points during periods of volatility, and meaningfully enhance long-term returns.

Investing

Good Timing

Turns Good Investment Choices

Into Great Returns

In practice, most long-term investment strategies do not fully exploit short-term price dislocations.

Mainly because traditional approaches do not account for:

• Short-term volatility regimes

• Systematic flow-driven price pressure

• Macro events creating temporary mispricings

• Behavioral and liquidity-driven market distortions

Most investment strategies therefore rely on simple rules:

• Lump-sum or time-averaged entry

• Static allocation timing

• Price-agnostic execution

We improve your entry discipline by identifying alpha across hundreds of thousands of market scenarios, signals, and behavioral patterns using our proprietary deep learning–based technology.

Our entry alphas allow you to build larger positions with the same capital, turning identical investments into structurally higher upside -without changing your long-term conviction or risk profile.

Select Your Profile

Flow

Your Journey To Your Alpha For Hedging

Fintech AI Strategy - Baseline to Production
Step 01

Define

Define your baseline and your policy

Step 02

Opportunities

Identify an Alpha for your baseline

Step 03

Reports

Client gets a report about different alpha performances and characteristics

Step 04

Integration

Infrastructure Integration

Step 05

Maintenance

Production and maintenance

Client Stories

Client Stories

Alpha In The Real World

A hedge fund focused on activist short selling

A short-seller client after extensive research, wanted to open a short position in a company with a very active stock promotion, which lead to an extremely high market volatility. We applied tailored designed models to identify the 10 most optimum entry points, ensuring his assets were fully insured.

The outcome of our validated suggestions was a significant percentile increase in positioning.

A hedge fund focused on activist short selling

A short-seller client after extensive research, wanted to open a short position in a

company with a very active stock promotion, which lead to an extremely high market

volatility. We applied tailored designed models to identify the 10 most optimum entry

points, ensuring his assets were fully insured. The outcome of our validated suggestions

was a significant percentile increase in positioning.

Alpha is not singular

Let us find the needles for you.

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Disclaimer: The information, analyses, research outputs, signals, forecasts, models, and other materials (collectively, the “Content”) provided by Needlestack Technologies Ltd. are for informational and research purposes only and are intended solely for use by professional investors, market participants, and other financially sophisticated users.