Trade with AI Precision

Institutional-Grade Behavioural Analytics, Powered by Cambridge Innovation

Founded upon the cross discipline of AI Academia & Financial Markets
Dylan Hall, QStrat’s Founder, combines a Cambridge academic history in AI and bio-analytics (specializing in high-precision measurement systems) with a decade of exposure to decentralized assets, equities, and commodities. This unique foundation drives our mission: to transform institutional portfolio management through predictive behavioural analytics.

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Solving Finance’s Critical Blind Spot

Traditional models fail when markets deviate from historical patterns, precisely when robust forecasting matters most. While at Cambridge, QStrat identified AlgoDynamix’s pioneering approach:

• Forward-Looking Analytics: Flags market-moving behavioural clusters in real-time, eliminating reliance on backward-looking data.

• Award-Winning Precision: Recognized by the 2025 Digital Commonwealth Award for Innovation for "transforming investment account management".

• Quantum-Enhanced Edge: Integrates D-Wave quantum computing to detect anomalies hours/days before price shifts.

 

"AlgoDynamix gives us a data-driven window into major market participants’ behaviour."
— Equity Hedge Fund Managing Partner

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Why Hedge Funds, HNWIs & Family Offices Trust QStrat

Institutional-Grade Predictive Signals

• Flags System: Deploy AlgoDynamix’s Up/Down/Composite Flags—validated across $12T+ in assets.

• Multi-Asset Coverage: Crypto (ETH/BTC), Equities (SPX sectors), Commodities (oil/gold) with 72-80% hit rates.

• Tail Risk Mitigation: Protect portfolios during black swan events (e.g., 2023 banking crisis) via early-warning analytics.

Cambridge-Tested Execution Infrastructure

QStrat’s proprietary platform (in development) embeds AlgoDynamix’s API for:

• Systematic Overlays: SPY ETF + Flag-based long/short strategies (167.93% back tested returns).

• Auto-Risk Protocols: Trailing stops synced to Flag volatility profiles.

• Real-Time Sentiment Clustering: Analysis of market participant behaviour.

Exclusive Partnership, Global Results

As an AlgoDynamix commercial partner, QStrat delivers:

• Co-Developed Strategies: Like the R42 AI Equity Fund’s sector-rotation model (67.7% annual returns).

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The Future: AI-Driven Sovereignty in Portfolio Management

"QStrat unveils a new era of investment management software based on multi-award-winning AlgoDynamix analytics."
— Cambridge Network, Innovation Ignited Press Release, 2025

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We’re advancing in the UK (but aim to be global):

• FCA-Regulated Managed Accounts (Q3 2025): For HNWIs/family offices.

• Institutional Fund Vehicles (2026): AIFM-compliant structures for pensions/endowments.

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The QStrat managed account services will be available across different asset classes and geographies, depending on client requirements and regulatory compliance frameworks. Client user experience is paramount, and a higher level of (micro) customisation will eventually be possible. Please join the QStat mailing list for the latest updates and/or reach out to them directly for further roadmap and product details. 

 

Why Institutions Choose Us:

"So far, all Flags have made money—which is great!"
— Executive Director, Tier 1 Investment Bank

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Citations reflect AlgoDynamix’s live institutional deployments and QStrat’s press recognition. Performance claims are back tested & historical results, they do not guarantee future returns.