AI-powered infrastructure for quantitative strategies

Sigmatic connects systematic trading teams with a single controlled environment for the entire strategy lifecycle: research, backtesting, deployment, monitoring, and governance.

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Platform

Infrastructure for every stage of the strategy lifecycle.

From data-driven research to hands-on execution, risk-monitoring to governance oversight, discover infrastructure built for every phase.

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Research & Notebooks

Develop strategies in Jupyter notebooks with integrated data feeds. Collaborate in real time, generate production code from research, and version every experiment from day one.

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Backtesting Engine

Run reproducible historical backtests with deterministic execution. Analyze every transaction, compare against benchmarks, and optimize parameters with full traceability.

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Deployment & Execution

Move strategies from paper to live with capital constraints, position limits, and leverage controls. Execute across multiple exchanges with a complete deployment audit trail.

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Monitoring & Risk

Track real-time P&L, execution quality, and strategy drift. Portfolio-level dashboards surface anomalies instantly, with automated circuit breakers and kill switches.

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Governance & Compliance

Maintain a complete audit trail of every strategy version, parameter change, and deployment approval. Enforce review workflows and role-based access across your team.

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Data Management

Centralized data library with versioned datasets, market feeds, and alternative data sources. Ensure every strategy runs on clean, validated, and reproducible data.

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Portfolio Construction

Allocate capital across strategies with risk-aware optimization. Monitor correlations, drawdowns, and exposure limits across your entire book of strategies.

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Broker Integration

Connect to exchanges and brokers with pre-built adapters. Manage API keys, monitor connectivity, and ensure reliable order routing across venues.

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How it works

From research to production, a clear path to institutional trading.

Research, validate, and deploy quantitative strategies in just a few steps.

[ 01 ]

Discovery phase

Real conversations, not algorithms. We understand your team's workflow, existing infrastructure, and strategy pipeline to design the right onboarding path.

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Integration phase

From setup to integration, we make each step smooth, secure, and tailored to your existing tools and processes.

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Ongoing support

Reliable support from regular reporting to proactive problem-solving. Every team includes a dedicated contact person throughout your entire journey.

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How it works

The engine behind the platform.

We carefully verify every strategy deployed on our platform through a structured, multi-phase validation process.

[ 01 ]

Strategy intake

Trading teams submit strategy details including research notebooks, backtesting results, risk parameters, and infrastructure requirements, giving us a clear picture of how they operate.

[ 02 ]

Multi-phase validation

Each strategy undergoes a thorough, multi-phase review process, examining backtest integrity, stress scenarios, risk management logic, and operational readiness.

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Production deployment

Validated strategies are deployed with full audit trails, capital controls, and real-time monitoring. Every deployment is versioned, reviewable, and governed.

Automated monitoringVerified performanceStrategy governance
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“Most quant teams stitch together notebooks, scripts, and manual deployments. Every step introduces drift between what was researched and what runs in production. Sigmatic eliminates that gap entirely.”

Head of Systematic Trading

Digital Asset Fund

“As AI generates more strategies, funds need stronger control systems. The bottleneck is no longer idea generation. It's ensuring strategies survive institutional reality. That's exactly what this platform solves.”

Chief Risk Officer

Multi-Strategy Fund

“We evaluated building our own infrastructure internally. The cost and timeline were prohibitive. Sigmatic gave us institutional-grade operations in weeks instead of years.”

Founding Partner

Emerging Quant Fund

“The governance layer alone justified the switch. Full audit trails, deployment approvals, and version control for every strategy change. Exactly what our compliance team needed.”

CTO

Proprietary Trading Firm

FAQ

Frequently Asked Questions

Find answers to common questions about the platform, security, and getting started.

Sigmatic is the AI-powered operating system for systematic trading. We provide a single, intelligent environment for the entire strategy lifecycle: research in notebooks, reproducible backtesting, live deployment with capital controls, real-time monitoring, and full governance with audit trails.

More Questions?

Insights

Articles & Insights

Explore perspectives from the forefront of systematic trading, strategy governance, and long-term institutional infrastructure.

Why Systematic Funds Need Strategy Governance Before They Scale

Why Systematic Funds Need Strategy Governance Before They Scale

March 2, 2026

The Hidden Cost of Fragmented Quant Infrastructure, and How to Fix It

The Hidden Cost of Fragmented Quant Infrastructure, and How to Fix It

February 26, 2026

How Institutional Allocators Evaluate Emerging Systematic Managers

How Institutional Allocators Evaluate Emerging Systematic Managers

February 24, 2026

Ready to see the platform in action?

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Let's make your next move count.

Whether you're building your first systematic strategy, scaling an existing operation, or exploring infrastructure options. Share your details and our team will get back to you promptly.