---
source_url: "https://www.hopsworks.ai/?utm_source=openai"
title: Hopsworks - The AI Lakehouse for Real-Time ML
mirrored_at: 2026-08-24T01:32:22.974Z
host: www.hopsworks.ai
cited_in_42a: true
mirror_canonical: "https://index.42a.ai/www.hopsworks.ai/index__q__utm_source_openai"
---

> **Original source:** https://www.hopsworks.ai/?utm_source=openai

## Build, deploy, and maintain

## AI systems at any scale

The full ML lifecycle in one platform: train, deploy, monitor. Claude Code and Codex inside, from prototype to production.

[Start Building Free](https://run.hopsworks.ai/api/auth/signup) [Book a Demo](https://www.hopsworks.ai/contact/main)

![Hopsworks 5.0: the build wizard next to Claude Code in the Hops Terminal](https://www.hopsworks.ai/_next/image?url=%2Fimages%2Fplatform%2Fplatform-split-wizard-terminal.png&w=3840&q=75&dpl=dpl_GSrJjpz1EyBNjQWvFphK679xsxfo)

![Hopsworks feature group catalog](https://www.hopsworks.ai/_next/image?url=%2Fimages%2Fplatform%2Fplatform-catalog.png&w=3840&q=75&dpl=dpl_GSrJjpz1EyBNjQWvFphK679xsxfo)

Trusted by leading AI teams

### Built for Quality

#### Instant Data, Infinite Compute.

[

Sub-millisecond latency with RonDB - the fastest open-source key-value store. SIGMOD 2024 benchmarks show 10x lower latency than Sagemaker and Vertex.



](https://www.hopsworks.ai/post/rondb-a-real-time-database-for-real-time-ai-systems)

80%

cost reduction

by reusing features and streamlining development

Millisecond latency for end-to-end data retrieval with the best-in-class feature store.

GPU and compute management for LLMs and other ML models. Maximize GPU utilization with smart scheduling and quota management. Train at scale with Ray, serve with KServe/vLLM.

Work directly with Delta, Iceberg, and Hudi tables. No migrations, no conversions.

Spark, Flink, Pandas, DuckDB - use any framework. Start small, scale to petabytes.

[

Air-gapped, on-premises, hybrid. Full control over your data and AI operations.



](https://www.hopsworks.ai/lp/blueprints/sovereign-ai)

### Customer Stories

See how leading teams build AI with Hopsworks

#### Zalando

Europe's largest online fashion platform reveals how they built a mission-critical ML infrastructure using Hopsworks to power real-time personalization across 25 countries and 50 million customers.

#### Clicklease

Learn how Clicklease revolutionized their micro-lease approval system using Hopsworks Feature Store - going from a messy microservice architecture with training-production skew to a streamlined ML platform powering real-time fraud detection and credit decisioning.

![O'Reilly](https://www.hopsworks.ai/images/oreilly_logo_mark_red.svg?dpl=dpl_GSrJjpz1EyBNjQWvFphK679xsxfo)O'Reilly Media

### Building Machine Learning Systems

Batch, Real-Time, and LLM Systems

Learn how to build production ML systems with a unified architecture. From feature pipelines to real-time inference and LLM applications.

FREE DIGITAL COPY

[Get the Book](https://www.hopsworks.ai/lp/full-book-oreilly-building-machine-learning-systems-with-a-feature-store)

### Get Started with Tutorials

Production-ready examples to kickstart your AI projects.

[Browse All Tutorials](https://github.com/logicalclocks/hopsworks-tutorials)

## Ready to get started?

Join teams building production ML systems with Hopsworks.