Deep-Learning Based Alpha Research
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
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
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
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
Define your baseline and your policy
Identify an Alpha for your baseline
Client gets a report about different alpha performances and characteristics
Infrastructure Integration
Production and maintenance
Client Stories
Client Stories
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 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.
Let us find the needles for you.
©2026 Needlestack Technologies | made by theaicolleague.com
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.