ML Platform with Highest Performance Feature Store

Batch, Real-Time, LLMs and more. Any Deployment, on Premises & Cloud.

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Bring Your GenAI to Life

Function Calling, Real-time Data, Training on Private Data and more! Generate Value with LLMs faster than ever.

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Fastest Real-Time AI Possible

Build Best In Class Real-Time ML Systems with Hopsworks' fastest infrastructure benchmarked in the world.

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Fastest Performance

Develop & Deploy models faster, with ironclad data governance and seamless integrations. On-premises, fully managed or on any cloud.

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Personalize your LLMs

Develop & Deploy cost-effective and powerful private AI models tuned to your enterprise's real-time data, data warehouses or sensitive documents.

PERSONALISED LLM

Better Predictions

Increased model performance in production. More models, less drifts, better testing.

Real-time AI

Single Digit Millisecond latency in reading features. Ultra-low Latency in writing, and updating.

Sovereign Data

Sovereignty on private clouds & infrastructures. Better governance and metadata management

Modular

Easily integrate with existing teams, tools, frameworks, and systems. Accross any environment.

Open

Open standards in file formats, processes, and languages across all tools, from orchestration to training.

Easy to Use

Straightforward APIs, minimal setup, no lock-in, and no need for DSL or Specialized languages.

The Real-Time AI Lakehouse to Build, Maintain, and Monitor

Build machine learning systems for real-time or batch use cases.

Your
Applications

LLMs & Agents
Analytics
Predictive
Customer 360
RecSys
Image Analysis

Your
Data Sources

Data Warehouse
Database
Data Lakes
Files
Real-Time

Content & Insights

Explore our videos, tutorials, and industry leading content on our blog
Incoming real-life events and webinars
Richard Woolston

"Our journey with Hopsworks has been an amazing transformation that's really enabled us to be innovative and reach a point that we wouldn't have been able to reach otherwise.”

Richard Woolston

Data Science Manager - AFCU

ROI with a
Feature Store

Achieve an 80% reduction in cost over time starting from the second ML models are deployed in production.

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Generating value with AI

MLOps with a feature store allows your organisation to put your data into production, faster.

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Choosing a
‍Feature Store

Accelerate your machine learning projects and unlock the full potential of your data with our feature store comparison guide.

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Hopsworks Core Capabilities

Increase team productivity and deploy your models faster.

Python

Feature engineering at reasonable scale. Bring your own code with you, use any popular library and framework in Hopsworks.

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Collaboration

Role-based access control, project-based multi-tenancy, custom metadata for governance.

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Engineering

Feature Engineering at scale, and with the freshest features. Batch or Streaming feature pipelines.

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BYO-Cloud

Bring Your Own Cloud, your infrastructure, on-premise or anywhere else; managed clusters on AWS, Azure, or GCP.

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Performance

Use Python, Spark or Flink with the highest performance pipelines for reading and writing features.

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Support

Enterprise Support available 24/7 on your preferred communication channel. SLOs for your feature store.

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Codes and examples to get you started

Jump right in with our latest code and examples.
Hopsworks Integration

Feature Monitoring

How to implement feature monitoring in your production pipeline.

Additional ressources:
Hopsworks Integration

Bytewax

Real-time feature computation using Bytewax.

Additional ressources:
Basic Tutorial
Real-Time
On-demand Features

Fraud - Online

Detect Fraud Transactions.

Additional ressources:
Machine Learning

Hopsworks File System Example

This Python Hopsworks example shows how to interact with HopsFS from python, using the hdfs module.

Additional ressources:
On-demand Features
Hopsworks Integration

Redshift

Create an External Feature Group using Redshift Storage Connector.

Additional ressources:
Hopsworks Integration

Federated Offline Query

Create Snowflake, BigQuery and Hopsworks feature groups and then combine them in a unified view exposing all features together regardless of their source.

Additional ressources:

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ML Platform with Highest Performance Feature Store

Batch, Real-Time, LLMs and more. Any Deployment, on Premises & Cloud.

View of Hopsworks UI