Product
DATA SCience
Iterate at warp speed
Accelerate your ML workflow seamlessly
Auto-track everything
Automatic logging and versioning
Shared ML building blocks
Boost team productivity with reusable components
Infrastructure
Backend flexibility, zero lock-in
One framework for all your MLOps and LLMOps needs
Limitless scaling
Effortlessly deploy across clouds
Streamline cloud expenses
Gain clarity on resource usage and costs
Organization
ZenML Pro
Our managed control plane for MLOps
ZenML vs Other Tools
Compare ZenML to other ML tools
Integrations
50+ integrations to ease your workflow
Solutions
GENAI & LLMS
Finetuning LLMs
Customize large language models for specific tasks
Productionalizing a RAG application
Deploy and scale RAG systems
LLMOps Database
A curated knowledge base of real-world implementations
mlops
Building Enterprise MLOps
Platform architecture and best practices
Abstract cloud compute
Simplify management of cloud-based ML resources
Track metrics and metadata
Monitor and analyze ML model performance and data
Success Stories
Adeo Leroy Merlin
Retail
Brevo
Email Marketing
Zuiver.ai
AI / ML Technology
Developers
Documentation
Docs
Comprehensive guides to use ZenML
Deploying ZenML
Understanding ZenML system architecture
Tutorials
Comprehensive guides to use ZenML
GUIDES
Quickstart
Quickly get your hands dirty
Showcase
Projects of ML use cases built with ZenML
Starter Guide
Get started with the basics
COMMUNITY
Slack
Join our Slack Community
Changelog
Discover what’s new on ZenML
Roadmap
Join us on our MLOps journey
Pricing
Blog
Showcase
Book a demo
Get Started
time-series
The latest news, opinions and technical guides from ZenML.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
August 20, 2025
5 mins
Building a Forecasting Platform, Not Just Models
FloraCast is a production-ready template that shows how to build a forecasting platform—config-driven experiments, model versioning/staging, batch inference, and scheduled retrains—with ZenML and Darts.
Read post
Oops, there are no matching results for your search.
