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Leeroo has open-sourced Kapso, an AI engine designed to automate iterative learning from enterprise data by running experiments, deploying optimal solutions, and compounding knowledge from each run. The tool addresses the reality that enterprise data work requires continuous investigation, hypothesis testing, and refinement—a bottom-up process that consultants and upfront planning cannot efficiently achieve. Kapso maintains a "bank of lessons" from past experiments with credence scores and applies this accumulated learning to propose and rank new experiment ideas for deployment on enterprise data stacks.
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