Precise cost forecasting and management are essential, yet 80% of data management experts struggle (Forrester). The challenges stem from a lack of granular visibility, siloed data, and the absence of AI-driven predictive tools.Discover your new set of metrics to understand and optimize your spending with Unravel Data. Watch this Weekly Walkthrough series, FinOps Metrics that Matter, to understand these core metrics to speak the language of both finance and data engineering, and bridge the gap between technical and business stakeholders.

In this compelling talk, Federico delves into the new challenges in software quality brought by the rise of Generative AI (GenAI) and Large Language Models (LLMs). As these advanced technologies become more integrated into applications, ensuring their quality presents unique hurdles. He explores the specific quality concerns associated with using LLMs, GenAI, and Retrieval-Augmented Generation (RAG), and discuss innovative testing approaches tailored to these systems. This session is designed to help you navigate these complexities, ensuring your applications not only meet but exceed quality standards.

In this insightful session, Raneesh Chaudhary dives into the world of automation frameworks and how design patterns can empower them to handle more complex, "heavier" lifting. With design patterns as a foundation, scaling becomes a whole lot easier, setting your automation frameworks up for high-impact, long-term success. Raneesh walks us through the practical benefits of incorporating design patterns like the Facade, Factory, and Singleton, each bringing unique strengths to the table—from simplifying complex systems to managing resources efficiently.