Glossary

GPU

Graphics Processing Unit — specialized hardware for parallel computation, essential for training and running AI models.

Why it matters

Business and delivery impact.

GPU availability and cost directly constrain how teams train, fine-tune and deploy LLMs.

How to measure

Proof you can track.

Utilization rate, inference latency and cost per token.

Example

What it looks like in practice.

Running a local LLM on an NVIDIA A100 to generate design-token migration scripts in seconds.

Keep the context connected.