AMAAS has evolved from a quantitative stock-ranking engine into a complete AI-assisted investment research platform. Sprint 2.0 brings the analytical models, historical intelligence, professional reports, licensing, commerce, and user workflows together in one commercial platform.
Platform evolution
- Progression from MLG98V to AMAAS Sprint 2.0.
- AI-assisted quantitative investment research.
- Analysis of more than 4,300 publicly traded U.S. companies.
- Explainable rankings supported by multiple independent model families.
- Research workflows for discovery, comparison, portfolio analysis, and reporting.
Expanded quantitative intelligence
- Expected Return modeling.
- Forward Earnings Yield.
- Enhanced valuation analysis.
- Geometric Brownian Motion probability forecasting.
- Black-Scholes option-value analysis.
- Profitability, liquidity, solvency, and revenue-to-cost scoring.
- Forecast confidence and model-agreement context.
- Momentum-aware and regime-aware ranking.
Regime-aware research
- Markov regime detection.
- Interest-rate sensitivity.
- Adaptive ranking methodology.
- Regime-aware Top 100 Growth analysis.
- Risk guidance that supplements rather than replaces the published composite score.
Historical knowledge base
- Historical dataset preservation.
- Company memory across research cycles.
- Ranking and forecast evolution.
- Longitudinal comparison of fundamentals, momentum, confidence, and market context.
- A continuously expanding research record for every company analyzed.
Professional research reports
Company Intelligence Report
A structured company report combining quantitative metrics, AI-assisted interpretation, valuation, probability forecasts, risk context, and professional PDF delivery.
Company Comparison Report
Side-by-side analysis of companies, relative strengths, valuation differences, model agreement, and research considerations.
Portfolio Intelligence Report
Portfolio-level analysis covering holdings, concentration, sector allocation, position-level intelligence, and diversification context.
Commercial platform
- Free Trial access to a 275-company research universe.
- Individual Investor access to the current full research universe.
- Professional access to historical datasets and CSV downloads.
- Role-based authentication and licensing.
- Plan-aware datasets and feature permissions.
- Subscription management and upgrade workflows.
One-time commerce
- Company Intelligence Report purchase.
- Company Comparison Report purchase.
- Portfolio Intelligence Report purchase.
- 24-Hour Professional Research Pass.
- PayPal checkout and capture.
- Persistent purchase entitlements.
- Purchase history and protected PDF delivery.
- Commerce audit records.
Knowledge Center
- Investment research articles.
- AI and model-development discussions.
- Methodology and investor education.
- Product announcements and release notes.
- Historical platform updates.
- Search-friendly article metadata and permanent URLs.
Enterprise foundation
- Secure authentication and CSRF protection.
- Role-based authorization.
- Historical data preservation.
- Dataset publishing and archive management.
- Administrative user and licensing controls.
- Analytics, audit logging, and commerce records.
Designed for
- Individual investors.
- Registered Investment Advisors.
- Family offices.
- CFA professionals and research analysts.
- Hedge funds.
- Institutional investment firms.
The objective
AMAAS is evolving beyond stock screening. It combines quantitative analysis, probabilistic forecasting, AI-assisted interpretation, historical research memory, portfolio intelligence, and commercial research delivery in one platform.
The goal is not to replace investor judgment. It is to provide better information, clearer context, and a more disciplined starting point for independent due diligence.
Experience AMAAS
Reading about new capabilities is one thing. Seeing them work together is another. Start with the Free Trial, explore the research workflow, and see how AMAAS can complement your investment process.
AMAAS is provided for informational and educational investment-research purposes only. It does not provide personalized investment advice or recommendations to buy or sell securities. Forecasts and model outputs are uncertain, and past performance is not indicative of future results.