Iguazio (now part of McKinsey)
The MLOps Platform for Real-Time AI.
Overview
The Iguazio MLOps Platform, now part of McKinsey, is designed to operationalize machine learning and bring AI to production faster and more efficiently. It provides an end-to-end solution that includes a feature store, model serving, and real-time monitoring. The platform is built for performance and can be deployed in the cloud, on-premises, or at the edge.
✨ Key Features
- Integrated Feature Store for online and offline features
- MLRun for MLOps orchestration and automation
- Real-time model serving with Nuclio serverless functions
- Model monitoring and drift detection
- Support for hybrid and multi-cloud deployments
- High-performance data layer
🎯 Key Differentiators
- Focus on real-time and operational AI
- Integrated feature store and model serving
- High-performance data engine
Unique Value: Enables enterprises to deploy and manage high-performance, real-time AI applications by providing an integrated and automated MLOps platform.
🎯 Use Cases (4)
✅ Best For
- Real-time fraud prevention in financial services
- Predictive maintenance for industrial IoT
- Personalization for e-commerce and media
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Batch-oriented, non-real-time use cases where performance is not a critical factor.
🏆 Alternatives
Offers a more integrated and performant solution for real-time use cases compared to general-purpose MLOps platforms that may require stitching together multiple components.
💻 Platforms
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Live Chat
- ✓ Phone Support
- ✓ Dedicated Support (Enterprise tier)
🔒 Compliance & Security
💰 Pricing
✓ 14-day free trial
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