AI-PEDIA

AI System

All the pieces that make an AI feature work: models, data, tools, and guardrails together.

What it is

An AI system is the full setup that turns raw inputs into helpful outputs: the model, data sources, prompts, tools, logs, and checks.

Thinking in systems helps you spot gaps like missing logs, weak guardrails, or brittle prompts before users do.

A few adjacent definitions to lock in the concept.

The process of serving a trained model so real users and systems can call it.

The learned function that maps inputs to predictions, decisions, or generated content.

Watching model quality, cost, and safety in production so you can react fast.