One core engine.

Multiple applications.

Synthetic market intelligence for research, validation, and risk decisions.

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Trusted by leading institutions worldwide

Core Engine

Active

Inputs

Market context & signals

Conditioning

Align to scenarios

Generation

Synthetic outcomes

Outputs

Actionable intelligence

Synthetic Data API

On-demand synthetic series across equities, indices, commodities, and macro.

Scenario Generation

Construct forward-looking, what-if market paths on demand.

Backtesting & Validation

Stress strategies against unseen synthetic history, not one historical path.

Risk Signals

Explainable, point-in-time early-warning indicators from simulated regimes.

Stress Testing

Probe portfolios under engineered macro shocks and extreme events.

Design Partnerships

Co-develop tailored risk models with our research team.

API-First

Powerful APIs and SDKs for seamless integration.

Secure Deployment

Enterprise-grade security with on-prem and cloud options.

Scenario Testing

Test strategies across thousands of market scenarios.

Model Validation

Robust validation against synthetic ground truth.

Ready to Test Beyond History?

Experience example notebooks, API, and onboarding with Ahead.

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Discover the future of time-series analysis with AHEAD. Effortlessly create, edit, and enhance your data.

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