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---
title: AI Infrastructure at Any Scale
meta_desc: Spin up AI infrastructure in any cloud using any programming language
type: page
layout: ai-solutions
overview:
title: Scale AI Infrastructure using Python
description: |
Pulumi streamlines provisioning, scaling, and management of artificial intelligence (AI) and machine learning (ML) infrastructure across any cloud. Using familiar programming languages, including Python, develop your infrastructure as code (IaC) to automate data pipelines, model training clusters, and backend services. Pulumi dissolves the barriers between infrastructure and data science teams, accelerating your time to market.
benefits:
title: Why Pulumi?
benefits:
items:
- title: Easy and Intuitive
icon: code
icon_color: yellow
description: |
Easy to author IaC with standard programming languages like Python.
- title: Ship Faster with Guardrails
icon: global
icon_color: yellow
description: |
Eliminate infrastructure engineering and data scientist silos.
- title: Total Visibility & Control
icon: puzzle
icon_color: yellow
description: |
Always know and enforce what's going on in your organization.
customer_logos:
title: Organizations managing AI and ML infrastructure with Pulumi
logos:
- name: altana
- name: cto-ai
- name: levitate-ai
- name: banana
- name: modal
- name: mpathic
- name: pinecone
- name: ozette
- name: outmind-ai
- name: synthesis-ai
- name: relational-ai
- name: retain-ai
- name: taranis
get_started:
get_started:
title: Get Started
description: |
Schedule some time with our customer engineering team, and we will help you scale your AI infrastructure with Pulumi.
cta_text: Schedule now
---