Agentic Memory Meetup: Architecture, Demo & a Sales Enablement Tool

AI agents forget everything between sessions. This is a working session on fixing that: real architecture, a live demo, and practitioners already using it in production. Vishakha Gupta, Founder & CEO of ApertureData, will walk through Aperture Nexus, the open source memory and cognition layer she built for this exact problem: how it's built on ApertureDB, how commits become memory, shown live in 15 minutes. Hear directly from practitioners putting it to work today: including Sonam Gupta, Sr. Developer Advocate at Telnyx, who will show how she built an internal sales tool on Aperture Nexus to help the sales team with product understanding, plus teams from Halo and others. [Panel discussion to follow, details coming soon] Come for the architecture, stay for the real use cases. This is a working session, bring your questions. About ApertureData: ApertureDB unifies multimodal AI data into a single, scalable platform so you can build, search, and deploy GenAI and agents faster. Open source · github.com/aperture-data/aperture-nexus About ​Outcast Ventures:Outcast Ventures is an early-stage venture firm built on the belief that founding teams matter more than founding ideas. Outcast invest $500K–$1M at pre-seed and seed. Some teams are already formed. Others form through Catalyst. About Halo: Chat based business social network. Used by top founders, VCs, operators to explore their next customer, investor, talent, and more.