Continual learning infrastructure that makes every AI agent execution smarter and cheaper than the last.
Activeloop provides production infrastructure for continual learning loops across data, shared memory, and software improvement cycles. The platform captures agent traces and production runs, converts them into shared team knowledge, and generates regression-checked improvements for deployment. It serves startups and Fortune 500 companies running AI agents in production, with entry points via data engine, shared memory, or full continual learning pipeline. Activeloop is a product of Activeloop.