How AI Will Transform The Energy Sector

Huge shoutout to ⁨@Databricks for sponsoring our conference Agents in Production 2025 Abstract // What happens when AI agents stop just suggesting next steps – and start running the project? In this talk, Dr. Adam Sroka (CEO & Co-Founder, Hypercube) shares the learnings behind Jellyfish, an agentic AI platform designed to manage the end-to-end lifecycle of renewable energy assets and deliver 50% efficiency gains. Built to replace time-consuming, manual work done by project managers, analysts, and engineers, Jellyfish combines proprietary AI models with multi-agent workflows to automate planning, data collation, reporting, and real-time analysis – with human oversight built in. Adam will break down the system architecture, from workflow design and automation strategies to real-time analytics and user accessibility. He’ll also touch on the commercialization path, including IP considerations, and the broader role platforms like this will play in accelerating net-zero targets. Bio // Dr. Adam Sroka, Director of Hypercube Consulting, is an experienced data and AI leader helping organizations unlock value from data by delivering enterprise-scale solutions and building high-performing data and analytics teams from the ground up. Adam shares his thoughts and ideas through public speaking, tech community events, on his blog, and in his podcast. Many organizations aren't getting the most out of their data and many data professionals struggle to communicate their results or the complexity and value of their work in a way that business stakeholders can relate to. Being able to understand both the technology and how it translates to real benefits is key. Simply hiring the most capable people often isn’t enough. The solution is a mix of clear and explicit communication, strong fundamentals and engineering discipline, and an appetite to experiment and iterate to success quickly. If this is something you’re struggling with - either as an organization finding its feet with data an