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ML Operations

Iguazio

MLOps and generative AI operations platform built on the open source MLRun

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About Iguazio

Iguazio offers an AI platform for taking ML and generative AI applications to production, with pipeline orchestration, monitoring, and GPU management. It maintains the open source MLRun and Nuclio projects and has been owned by McKinsey since its 2023 acquisition, operating as part of QuantumBlack.

Common use cases

  • Productionizing ML models
  • Gen AI monitoring
  • Real-time inference
  • Financial services copilots

Products and services

Iguazio AI Platform

Platform for automating ML and gen AI pipelines and operations.

MLRun

Open source MLOps orchestration framework.

Nuclio

Open source serverless framework for data and ML functions.

Gen AI Ops

Tooling for monitoring and customizing LLM applications.

Key features

  • Pipeline orchestration
  • Model monitoring
  • CI/CD for ML
  • GPU management
  • Serverless functions
  • LLM customization

Integrations

  • Kubernetes
  • AWS
  • Microsoft Azure
  • Snowflake
  • Databricks

Iguazio alternatives

FAQs

Who owns Iguazio?

McKinsey & Company acquired it in 2023; it operates alongside QuantumBlack.

Is it open source?

Its MLRun and Nuclio projects are open source; the full platform is commercial.

Where can it run?

Multi-cloud, on-premises and hybrid, per the vendor.

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