Research & News

We don’t build products. We build breakthroughs. 

AIMM is a research lab inventing the future of financial intelligence at the edge of AI and quantum computing.

Core Pillars

Academic Research 

We partner with world-class researchers at institutions like Caltech and MIT.

These are grant-based partnerships — designed to push boundaries, not build features. 

    • Decades of tick-level and alt-data 

    • Massive backtesting environments 

    • Custom sandboxes for agentic evolution across timeframes 

Data & Infrastructure 

Exclusive partnerships, including with the QuantConnect ecosystem, provide us with direct access to advanced resources and capabilities.

We use data not to fit models — but to train systems to theorize on their own. 

    • Decades of tick-level and alt-data 

    • Massive backtesting environments 

    • Custom sandboxes for agentic evolution across timeframes 

Quantum Futures 

We’re building AI for a quantum-native world.

Quantum is coming. We intend to be fluent in it. 

    • Hybrid classical–quantum learning systems 

    • Quantum-resilient risk and pricing engines 

    • Explorations in quantum-aware market theory  

Current Focus Threads


  • Agents that invent, test, and refine their own market theories.

  • Systems that adapt without retraining, across regimes and cycles.

  • Swarms of intelligent agents simulating market ecosystems. 

  • Tools that anticipate and adapt to the rise of quantum execution models.

AI & Finance In the News

  • World Economic Form

    World Economic Form

    How Agentic AI will transform financial services with autonomy, efficiency and inclusion

    Agentic AI could advance financial access in marginalized communities.

  • Forbes

    Forbes

    Agentic AI: The Rise Of Autonomous Decisions In The Financial Industry

    Agnetic AI is set to redefine the banking industry, but how big is the opportunity and what are the challenges ahead?

  • Elastic

    Elastic

    Agentic AI in financial services: The rise of autonomous intelligence

    Agentic AI is coming to financial services. Elastic provides the data foundation and tools to make it work.

  • Options Trading

    Options Trading

    The Role of Quantum Computing in the Future of Options Trading

  • Global Fintech Series

    Quantum Computing in AI Quantitative Trading: Hype or Reality?


  • Medium

    Medium

    AI + Quantum in Finance: Predicting Markets, Fraud, and Risk at Unthinkable Scale