Why Memory Is the Missing Layer in Enterprise AI

Most AI deployments are stateless: every interaction starts from zero. That means repeated questions, repeated mistakes, and no institutional learning. A memory layer changes the equation. Short-term memory keeps context within a task; long-term memory captures outcomes, decisions and lessons so the ecosystem improves with use. In the Scalixr ecosystem, memory is shared across agents […]