AI Glossary

What is AI PC?

Insta's plain English

A laptop or desktop built to run AI on the device itself — fast, private, and offline — thanks to dedicated AI chips.

An AI PC is a personal computer with specialised hardware (like an NPU or AI accelerator) capable of running AI models locally, on the device, rather than only in the cloud.

The full picture

An AI PC is a regular-looking computer with extra silicon — a neural processing unit (NPU) or integrated AI accelerator — designed to run AI workloads locally. New chips with large unified memory can run sizeable models that previously needed a data centre.

Major manufacturers are pushing AI PCs and AI-first laptops, with software like creative suites being rebuilt to use the on-device acceleration. For businesses, AI PCs offer privacy (data stays on the machine), responsiveness, offline capability, and lower cloud costs — at the price of a hardware refresh. They’re a key vehicle for on-device AI in the workplace.

📌 Real business example

A design studio refreshes to AI PCs so editors can run AI image and video features locally, speeding up work and keeping client assets off the cloud.

How different roles use this

IT lead

Plans hardware refreshes around AI PCs to enable on-device AI for staff.

Business owner

Weighs AI PCs’ privacy and offline benefits against the cost of upgrading hardware.

Creative lead

Uses AI PCs to run accelerated creative AI features locally and faster.

Common questions

Q: What makes a computer an "AI PC"?

Dedicated AI hardware — typically an NPU or AI accelerator — that lets it run AI models locally and efficiently, rather than relying only on the cloud.

Q: Do I need an AI PC?

It depends on your workloads. If you want fast, private, offline AI or run heavy AI features daily, an AI PC helps. For occasional cloud-based AI use, a standard machine is fine.