Ship AI
you can trust
ZenML orchestrates your pipelines and agents. Kitaru replays them on production data before a change ships. Both open source, always.
Running production AI today
Build it, then prove it
AI orchestration, on the infra you choose
Write pipelines and agents in Python and run them on the orchestrator and cloud you already have. Move between them without rewriting, from a laptop to Kubernetes.
Replay your agents on production data
Import the sessions your agent has actually run, find what repeats, and replay a change against them. See what improved, what regressed, and what it costs before it ships.
Orchestrate
Pipelines and agents in Python, on the orchestrator and cloud you already run.
Replay
Real production sessions become the test set. Replay a change and see what improved, what regressed, and what it costs.
Open source
ZenML and Kitaru are Apache 2.0. Self-host, read the code, keep your data where it is.
Ready for enterprise
SOC 2 Type II and ISO 27001, on infrastructure you own.
Customer stories
All case studies
Creating a Unified AI Platform: How JetBrains Centralizes ML on Kubernetes with ZenML
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How ADEO Leroy Merlin decreased their time-to-market from 2 months to 2 weeks
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How Brevo accelerated model development by 80% using ZenML
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How Cross Screen Media Trains Models for 210 Markets in Hours, Not Weeks, with ZenML
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Start with your
production data
Own your infrastructure, build it the way you want, and keep pace as your organization evolves.