Panoptic
Yeti Finance
Levana
Avantis
Diffusion LabsPanopticYeti FinanceLevanaAvantisDiffusion LabsEconomic Models
We support founders in evaluating market risk, determining the optimal mechanism design, and parameterizing their protocols based on thorough quantitative research, optimization frameworks, and our cutting-edge simulation platform.
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What we do
Improve Tokenomics
Ensure that your token accrues value sustainably and aligns incentives between all participants.
Maximize Rewards
Optimize fees and rewards to maximize stakeholders’ participation and revenue.
Grow Liquidity
Guarantee liquidity in all market conditions and maximize LPs' returns while preserving long-term value.
Audit Risk
Increase your protocol’s resilience against market, governance and oracle risk with an economic audit.
With our optimization frameworks and cutting-edge simulation platform, it has never been easier to increase your capital efficiency while maintaining competitive fees, enhancing protocol rewards, and mitigating risk.
How we do it
Agent-based Simulation Framework
Our own agent-based simulation framework —Neferpitou—, which stress-tests DeFi protocols against various market scenarios.
Optimization Framework
Optimization techniques such as convex optimization, to find the set of parameters that maximize or minimize the modelled objective.
Sensitivity Analysis
Financial models to analyse the impact of certain variables on key outcomes, understand the influencing factors and reduce uncertainty.
Forecast Methods
Statistical forecasting techniques that rely on historical data and appropriate assumptions to make useful financial projections.
Past work
PanopticYeti FinanceLevanaAvantisDiffusion Labs
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