MODELING AND RISK OUTCOMES
Fundamental modelling builds safer finance
Focus Area
At MARO, our mission is to help teams build robust and predictable systems. We focus on providing deep, quantitative analysis to justify a system’s design and ensure it behaves as intended, especially under unexpected conditions. In complex environments like DeFi, economic incentives, governance rules, and market dynamics, interact in ways that can be difficult to predict. Standard development processes often don’t capture the full picture of a system’s structural or economic behavior.
Use Case
How will your protocol perform in worst case scenarios? Are its incentives aligned? What are the unexplored edge cases in its core mechanisms?
MARO was created to help you explore these questions. We don’t review smart contract code; we analyze product designs. We partner with teams to provide the mathematical design justifications and risk mitigations that build confidence in their systems. Through rigorous mathematical modeling and simulation, we test system behavior, validate performance, and explore the impact of edge cases. We work with you to identify potential risks at the design level, helping you build protocols on a foundation of proven stability and economic soundness. We are fully committed to bringing a new level of mathematical rigor and deep systems-analysis to the industry. This focus on building well-justified designs is and will remain at the heart of MARO.
The Team
Yuvi is a mechanical engineer with a professional background in defence and weapons systems, and an academic background in mechanical systems optimization through numerical modelling. He has grown passionate about DeFi and economic systems, and holds a long term vision for the space, where systems become safer, more responsive, and more transparent, without the need for layers of governance and intervention.