AI factory

Concept

Title graphic: AI factory (Concept)

Type	Concept

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Key points about AI factory

MLOps and orchestration form the AI Factory that escapes the proof-of-concept death zone. · Design an Enterprise AI Factory for GPUs…

Episodes about AI factory

Design an Enterprise AI Factory for GPUs, Data, and MLOps

2025-11-03 · Video on YouTube

AI is not “just another app” you park on general-purpose servers. Enterprise AI behaves like an ecosystem — volatile workloads, bursty data, exotic compute, and constant model evolution. That’s why so many AI pilots glow in the lab then die in production. The…

Articles about AI factory (1)

From Chaos to Control: Why Your Enterprise Needs an AI Factory
2026-08-28 · Mirko Peters
Welcome back to the podcast blog! If you have been following our recent audio episodes, you know we spend a lot of time diving deep into the architectural choices t…

Frequently asked questions

What is an AI Factory?

It is a structured environment that moves AI from promise to production. The episode ties it to MLOps and orchestration, managing every step from data collection to model monitoring. · From the episode: Design an Enterprise AI Factory for GPUs…

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Feed for this topic (RSS): entity/ai-factory/feed.xml
M365.FM episodes on this topic: 1
Articles on this topic: 1

Maintained by Mirko Peters (Microsoft MVP) · Last updated: 2026-11-03