Tara Khani builds enterprise knowledge infrastructure as the co-founder and CEO of Edge AI Innovations. She focuses on solving a critical bottleneck in autonomous systems: giving AI long-term memory without astronomical RAM costs. Her background spans engineering and product management at companies like Synopsys and SOTI.
Currently, she leads development on Memanto, an open-source layer that gives agents persistent, scalable memory. She frequently speaks about how to move vector storage off RAM, breaking down serverless architectures that allow multi-agent systems to retain billions of interactions at a fraction of traditional infrastructure costs.