Zenml

ZenML is an open source framework for orchestrating machine learning pipelines and AI agents in production. Developers write pipelines and agents in Python and run them on the orchestrator and cloud they already use, moving from a laptop to Kubernetes without rewriting. The vendor now presents the company as ZenML Labs, alongside a second product called Kitaru that replays agents on production data. Kitaru imports sessions an agent has actually run, finds what repeats, and replays a proposed change against them, so a team can see what improved, what regressed and what it costs before shipping. ZenML and Kitaru are both released under Apache 2.0 and can be self hosted. The company lists SOC 2 Type II and ISO 27001, and its customer stories include JetBrains, ADEO Leroy Merlin, Brevo and Cross Screen Media. Pricing is published separately for each product. Kitaru is free when self hosted, $39 a month on the Cloud plan with 3 agents, 2 seats and 90 day session retention, and custom on Enterprise. ZenML is free when self hosted, $999 a month on the Scale plan with 2,000 executions and 3 projects, and custom on Enterprise, which adds SSO, RBAC, audit logs and air gapped deployment.