QuantumEdge: AI-Enhanced Portfolio Intelligence for Professional Investors
QuantumEdge provides investment teams with a forward-looking, explainable view of markets through probabilistic modelling, confidence scoring, and multi-factor analytics. Instead of relying solely on historical data or backwards-looking models, QuantumEdge delivers forecast-driven insights that help investors understand potential return ranges, risk levels, and the signal drivers shaping each outlook.
Our adaptive AI system identifies high- and low-confidence opportunities, highlights the events that influence market expectations, and enables users to filter, screen, and construct portfolios based on the metrics that matter most to their strategy. Whether investors are optimising an existing process or designing new systematic approaches, QuantumEdge provides the clarity, transparency, and control required for institutional-grade decision making.
What QuantumEdge Enables

Forecast Ranges With
Measurable Confidence
QuantumEdge provides forecasted returns and risks using probabilistic modeling. Through pattern recognition, the platform identifies upper and lower bounds for each forecast and assigns a confidence score that quantifies conviction. A narrow range indicates strong model confidence; a wider range indicates greater uncertainty — giving investors a clearer sense of potential outcomes and risk.

Filter Across Investment
Priorities
Users can screen for the characteristics that matter most to their investment process — targeting assets with the highest or lowest forecasts, the strongest or weakest confidence levels, or combinations tailored to their mandate.

Event-Driven
Insights
QuantumEdge surfaces key events that may influence a security’s outlook, including portfolio events, macro drivers, earnings catalysts, market stress periods, and trending stock narratives. This allows investors to incorporate forward-looking event signals alongside quantitative factors.

Portfolio Upload
and Diagnostics
Investment teams can upload their existing portfolios to evaluate exposures, identify concentration or risk issues, and understand how QuantumStreet AI expects holdings to evolve. This provides a new lens on portfolio behavior, grounded in predictive modeling rather than backward-looking analytics.

Advanced
Screening Tools
Users can screen securities by valuation, earnings growth, dividend profile, liquidity, sector, revenue, and dozens of other characteristics. Screening integrates forecast data, confidence scores, sentiment, macro indicators, technical factors, and alternative data in a single, explainable framework.
Design for
Investment Teams
Across the
Industry
Quantum supports the research, construction, and oversight needs of:
- Asset managers
- CID offices and investment committees
- Hedge funds
- Multi-asset teams
- Sell-side and buy-side strategy groups
- Wealth and private banking channels
- OCIO and advisory platforms
The platform works as an overlay to enhance existing processes – not replace them – offering forward – looking intelligence, signal transparency, and adaptive insights that can be integrated into any investment workflow.
For Wealth Managers
QuantumEdge gives wealth management firms access to the same AI-driven research and portfolio oversight used by institutional investors. Firms can overlay AI forecasts, confidence scores, curated market signals, and explainability dashboards onto their existing asset allocation and security selection process – enhancing, rather than replacing, the strategies they already run.
This institutional-grade capability helps advisors deliver improved outcomes, deepr insight, and greater clarity to clients.

