Why Planning is the New Search

//Abstract In an era where knowledge workers are inundated with manual tasks and corporate memory systems, agents hold massive potential to streamline and document their workflows. Agents also hold the potential to unlock a vast amount of skills and knowledge from the front-line employees of global businesses. This talk explores how dynamic agents can capture work patterns, from inboxes to task sequences, using clustering and process mining techniques. These methods ground agentic planning and provide more robust, company-specific workflow orchestration. We'll also discuss how knowledge graphs power effective memory management, and how Interloom's innovative MemoryRank™ system leverages reflective agents to create and serve agentic memories, optimizing task management for both human workers and specialized agents. Attendees will gain insights into how agentic memory systems can drive efficiency and productivity for end-to-end processes and workflows. //Bio Fabian is the CEO and Co-Founder of Interloom. Over the last 15 years, he has founded three companies in the enterprise automation and AI space. In 2020, Fabian bootstrapped Boxplot, a knowledge graph company, which was acquired by Hyperscience during their $100m Series E round. He then served as Managing Director for Germany & Global VP Product at Hyperscience. After completing his vesting period, Fabian and his team left to launch Interloom, focused on building the next generation of agentic automation software for human and machine workflow orchestration. Interloom has recently raised their 5.5m Euro Seed Round from Air Street Capital. A Prosus | MLOps Community Production