Guides · Agent, pipeline, or automation

Guides

Agent, pipeline, or automation

How Citeaxis classifies the work, and why the type changes the scope and the price.

Citeaxis classifies every brief as one of three types. The type changes the scope shape, the hours, and the package story.

Agent

A system that decides and acts: triage, research, support, ops. It has tools, a policy, and a human fallback.

Pipeline

A multi-step flow that moves data or documents from A to B with checks. Think ingest → transform → write-back, with an audit trail.

Automation

A reliable job that replaces a repeated manual process. Narrower than a pipeline. Often a schedule plus a small number of systems.

If you are between two types, say both in the brief. The gate will pick one and tell you why.