AlphaStream

AlphaStream is a high-velocity discovery engine designed to convert the latest quant research into actionable trading systems. Our platform leverages SimicX-Q AI Scientists to read, reason through, and implement cutting-edge models, transforming complex quantitative theory into backtested, production-ready frameworks. We scan 3,000+ research sources monthly, identify the top 100 with alpha potential, implement them as full working code, and deliver the top 50 validated strategies to subscribers.

We offer two signal tiers: Top 5 and Top 30 alpha signals per portfolio. Top 5 is priced at $49/week (weekly reports) or $99/week (live updates). Top 30 is priced at $349/week (weekly) or $999/week (live) and includes full source code access. The Top 5 tier provides signals and reports only, while Top 30 gives you complete ownership of the underlying strategy code.

Weekly subscribers receive a comprehensive report each week (52 reports per year) with the top-performing strategies. Live subscribers receive real-time signal notifications pushed via email, dashboard, and API whenever a strategy generates a trading signal. Live signals are typically triggered at end-of-day or during periods of high market volatility, ensuring you can act on opportunities as they emerge.

Source code access depends on your tier. Top 5 subscribers receive signals, reports, and implementation plans but not the underlying source code. Top 30 subscribers receive full source code ownership for every strategy delivered, allowing you to verify logic, modify parameters, and integrate into your existing systems. You receive a perpetual, non-exclusive license to use and modify the code for internal trading purposes.

Each of our six portfolio universes (US Equity, US ETFs, Commodities, FX, Crypto, Mixed) is calibrated with its own best-performing strategies derived from the latest research. Our systems continuously monitor for alpha decay, and strategies may remain consistent month-over-month or evolve as superior research emerges. This ensures each portfolio receives strategies specifically optimised for its asset class characteristics.

Institutional teams use AlphaStream as a top-of-funnel discovery engine that eliminates the bottleneck of manual literature review. While your quants excel at deep analysis and proprietary strategy development, AlphaStream automates the initial screening and implementation of thousands of research ideas. This allows your team to focus on high-conviction signals worth integrating into your proprietary, high-security environment, rather than spending weeks reading papers and writing proof-of-concept code.

Alpha is refined, not just found. While the source frameworks may be accessible, the specific implementation—universe selection, risk overlays, execution logic, and portfolio optimisation—remains unique to each user. AlphaStream provides sophisticated building blocks and validated implementations; your unique configuration, risk management, and integration with proprietary data is what maintains the competitive edge. Many successful strategies are variations of known frameworks, optimised for specific market conditions and portfolios.

Our SimicX-Q AI Scientists use advanced natural language processing to parse academic papers, preprints, and research content. The system identifies mathematical formulations, trading rules, and algorithmic logic, then automatically translates these into production-ready Python code. The AI evaluates each research piece against our alpha potential criteria—looking for novel methodologies, backtestable strategies, and quantifiable edge—before ranking them for implementation. We apply structural reasoning to ensure logic consistency and extract the mathematical core of cutting-edge models.

We employ a rigorous multi-stage validation pipeline: 80/20 train-test split with strict out-of-sample validation, risk-adjusted metrics (Sharpe ratio, Sortino ratio, maximum drawdown, Calmar ratio), and realistic transaction costs with dynamic slippage models. Overfitting prevention includes walk-forward analysis, regime-aware testing, cross-validation across multiple market conditions, and look-ahead bias detection. Every model receives a reliability score (0-10) based on statistical robustness and implementation feasibility. Only strategies demonstrating consistent performance across different market regimes advance to paper trading.

These are our three alpha categories, each building on the previous: AlphaOne focuses on price action and market microstructure—analysing volatility clustering, mean reversion patterns, volume profiles, and order flow dynamics using daily OHLCV data. This serves as the universal baseline for validation, ensuring strategies demonstrate statistical significance on pure price action before complexity is added. AlphaTwo adds SimicX proprietary alternative data including sentiment analysis, economic indicators, and market regime classification. AlphaThree incorporates third-party alternative datasets such as satellite imagery proxies, supply chain data, and web traffic analytics. Most cutting-edge models must first prove their edge in AlphaOne before additional data layers are introduced. Once core logic is extracted, you can enrich strategies with your own proprietary datasets in your local environment.

Yes. All subscribers receive REST API access with comprehensive documentation. The API provides real-time signals (for Live subscribers), position sizing recommendations, and portfolio-level allocations. All endpoints support standard authentication protocols (API keys, OAuth2) and can integrate with major execution platforms including Bloomberg, Interactive Brokers, and proprietary systems. Live subscribers receive instant push notifications, while weekly subscribers can poll for weekly updates. We also offer custom integration support for enterprise clients requiring bespoke connectivity.

Top 30 subscribers receive all code in modular Python (3.12+), utilising standard libraries like PyTorch/Lightning and Scikit-learn. The systems are designed for rapid iteration—you can adjust risk controls, swap hyperparameters, combine multiple models to build diversified meta-strategies, or enrich them with your proprietary datasets. You receive a perpetual, non-exclusive license to use, modify, and integrate the source code for internal trading purposes. You own the modifications you make to the code. Top 5 subscribers receive implementation plans that can guide your own development.

The strategies are production-quality and implementation-ready. However, we advocate for independent validation and paper trading before live deployment. AlphaStream provides the 'speed-to-code' advantage and rigorous backtesting; the responsibility for capital deployment, final risk management, and compliance with your firm's risk policies remains with you. We provide comprehensive risk metrics, regime analysis, and performance attribution in each report to support your decision-making process.

AlphaThree incorporates alternative data sources including sentiment analysis from news and social media, economic indicators, satellite imagery proxies, supply chain data, and web traffic analytics. For proprietary third-party datasets (e.g., credit card transaction data, satellite imagery), clients may need their own data licenses depending on the specific strategy. We clearly indicate in each strategy report which data sources are required and provide guidance on obtaining necessary licenses. SimicX proprietary data (sentiment, regime classification) is included at no additional cost.

Top 30 subscribers receive a perpetual, non-exclusive license to use, modify, and integrate the source code for internal trading purposes. You own the modifications you make to the code. However, redistribution, resale, or commercial licensing of the original code or our trading signals to third parties is prohibited. This ensures you can fully customise strategies for your portfolio while protecting our intellectual property. Enterprise clients can negotiate custom IP arrangements for specific use cases. Top 5 subscribers do not receive source code but have full rights to use the signals and implementation plans provided.

Our pipeline processes research continuously. From initial discovery to backtested, validated strategy delivery, the typical timeline is 2-4 weeks. High-priority research (e.g., breakthrough papers from top-tier conferences) can be fast-tracked to 1-2 weeks. Live subscribers receive instant notifications when new signals are generated, while weekly subscribers receive comprehensive reports each week. On-demand research implementation is available for enterprise clients with custom timelines.

AlphaStream is built with institutional-grade security. All data transmission is encrypted using TLS 1.3. We support SSO/SAML authentication for enterprise clients. Client data is stored in SOC 2 Type II compliant infrastructure with regular security audits. We adhere to GDPR requirements and can accommodate additional compliance needs (e.g., MiFID II, SEC regulations) through custom enterprise agreements. On-premise deployment options are available for clients with strict data residency requirements. Your data is used solely for your work and never shared without explicit permission.

Yes. Enterprise subscribers and clients with the 'On-Demand Research' add-on can submit research papers, Reddit threads, or GitHub repositories for custom implementation. Our team will evaluate the research, implement the strategy, backtest it across your selected portfolios, and deliver the code within 2-3 weeks (expedited options available). Simply email morealpha@simicx.com with your research draft and any specific requirements or customisations you need. This service is ideal for firms that want to validate specific academic findings or community-discovered strategies.

All strategies undergo rigorous validation before delivery, but market conditions change. We provide comprehensive risk metrics, regime analysis, and performance attribution in each report to help you make informed decisions. Strategies are continuously monitored during paper trading, and we issue updates if performance degrades significantly. You have full control over position sizing and can disable or modify any strategy at any time. We recommend treating AlphaStream strategies as one component of a diversified portfolio rather than standalone solutions. Like human experts, AI systems can err—but our pipelines include validation, error detection, and human oversight in critical stages.

Yes. The 'Historical Archive' add-on provides access to all past strategy implementations, including source code (for Top 30 tier), backtest results, and performance data from previous weeks. This is valuable for firms conducting due diligence, building strategy libraries, or analysing long-term performance patterns. Enterprise clients can also request custom historical analysis or strategy performance attribution reports for specific time periods or market regimes.

Contact us with referral code 'MOREALPHA' to set up your subscription. Our team will reach out within 24 hours to complete onboarding, configure your selected portfolios and alpha categories, and provide access to the dashboard and API. For enterprise inquiries, custom portfolios, or on-premise deployment, email morealpha@simicx.com. We offer flexible subscription tiers: Top 5 ($49 weekly / $99 live) for signals only, or Top 30 ($349 weekly / $999 live) with full source code access. Bundle any 4 portfolios and get the remaining 2 free.