# Hopsworks

> Hopsworks is the AI Lakehouse platform for building, deploying, and scaling production ML systems. It provides a Feature Store with sub-millisecond real-time serving (powered by RonDB), an MLOps management layer for model development and deployment, and unified online/offline feature storage — all deployable on AWS, GCP, Azure, or Kubernetes.

Hopsworks is built by Hopsworks AB (founded 2017, offices in Palo Alto, London, Stockholm). The platform serves enterprise teams building real-time AI across financial services, retail, government, healthcare, and more. The open-source core is at https://github.com/logicalclocks/hopsworks.

Key concepts:
- **Feature Store**: Central repository for ML features with point-in-time correct training data, real-time serving, and data quality monitoring
- **AI Lakehouse**: Combines data lake/warehouse capabilities with native AI infrastructure
- **MLOps**: Model registry, deployment, versioning, and monitoring
- **Pipelines**: Feature pipelines (ingest & transform), Training pipelines (build datasets), Inference pipelines (serve predictions)

## Product

- [AI Lakehouse](https://www.hopsworks.ai/product-capabilities/ai-lakehouse): Modern data infrastructure combining lakes, warehouses, and AI-native compute
- [Feature Store](https://www.hopsworks.ai/product-capabilities/feature-store): Real-time and batch feature management with online/offline stores
- [MLOps Management](https://www.hopsworks.ai/product-capabilities/mlops): End-to-end model lifecycle — registry, deployment, monitoring
- [Pricing](https://www.hopsworks.ai/pricing): Plans and pricing information

## Industries

- [Financial Services](https://www.hopsworks.ai/industry/financial-services): Fraud detection, risk management, real-time decisioning
- [Government & Defense](https://www.hopsworks.ai/industry/government-defense): High-security AI systems and sovereign data
- [Retail & E-commerce](https://www.hopsworks.ai/industry/retail): Real-time personalization and recommendations

## Customer Case Studies

- [Zalando](https://www.hopsworks.ai/customers/zalando): Real-time personalization at scale
- [America First Credit Union](https://www.hopsworks.ai/customers/america-first-credit-union): Financial services ML platform
- [Ericsson](https://www.hopsworks.ai/customers/ericsson): Telecom AI infrastructure
- [Saab](https://www.hopsworks.ai/customers/saab): Defense and aerospace ML
- [Karolinska Institutet](https://www.hopsworks.ai/customers/karolinska-institutet): Healthcare and research

## Integrations

- [Databricks](https://www.hopsworks.ai/integrations/databricks): Unified analytics and feature engineering
- [Snowflake](https://www.hopsworks.ai/integrations/snowflake): Data warehouse integration
- [Apache Flink](https://www.hopsworks.ai/integrations/apache-flink): Real-time stream processing
- [Airflow](https://www.hopsworks.ai/integrations/airflow): Pipeline orchestration
- [AWS SageMaker](https://www.hopsworks.ai/integrations/sagemaker): Model training and deployment
- [Azure ML](https://www.hopsworks.ai/integrations/azure-ml): Microsoft cloud ML platform
- [Spark](https://www.hopsworks.ai/integrations/spark): Large-scale data processing
- [dbt](https://www.hopsworks.ai/integrations/dagster): Data transformation

## Resources

- [Blog](https://www.hopsworks.ai/blog): Technical articles on feature engineering, MLOps, and real-time AI
- [Dictionary](https://www.hopsworks.ai/dictionary): ML/AI terminology glossary (150+ terms)
- [Academy](https://www.hopsworks.ai/academy): Video tutorials and courses
- [Research Papers](https://www.hopsworks.ai/research-papers): Peer-reviewed publications
- [Events](https://www.hopsworks.ai/events): Webinars, conferences, and workshops

## Company

- [About Us](https://www.hopsworks.ai/about-us): Company story, leadership, and investors
- [Contact](https://www.hopsworks.ai/contact/main): Get in touch
- [Security & Compliance](https://www.hopsworks.ai/security-compliance): Security posture and certifications
- [GitHub](https://github.com/logicalclocks/hopsworks): Open-source repository

## Optional

- [FAQ - EU AI Act](https://www.hopsworks.ai/faq): Compliance and regulatory guidance
- [Privacy Policy](https://www.hopsworks.ai/privacy-policy): Data handling and privacy
- [Terms](https://www.hopsworks.ai/terms): Terms of service
- [News](https://www.hopsworks.ai/news): Company announcements and press