Maria Fiorentini is an Argentinian law student with expertise in technology, mostly Blockchain and Artificial Intelligence. She is part of Mujeres en Crypto Core Team and co-founder of Mujeres en Derecho. She is also certified as Legal Project Manager. Her research focuses on integrating a precedent system into Kleros to improve its effectiveness and reliability as a decentralized justice platform. The study outlines two key milestones: (i) establishing the importance of precedents, and (ii) designing Kleros’ precedent system. Through comparative analysis of established legal tools like LexisNexis Shepard and Westlaw, it identifies essential features for Kleros, including advanced search, AI classification, cross-referencing, and predictive analytics. Emphasizing the need for transparency and democratized access, the paper highlights how a robust precedent system could guide jurors, enhance consistency in rulings, and elevate Kleros' operational efficiency in decentralized justice.