The AI capability spectrum
AI isn’t one thing.
It’s a spectrum — and you need to know where each task sits.
From basic text generation to fully autonomous agents. This is a capability ladder for tasks, not a forecast for the whole job.
Six levels · Low to high autonomy
Senior Marketing Manager
Paralegal
Data Analyst
UX Designer
Teacher
Financial Advisor
Software Engineer
01
Prompting
You ask, AI responds. Chat interfaces, one-shot queries.
02
Workflows
Chained prompts handle multi-step tasks under your direction.
03
Copilot
Real-time pair-work inside your tools. You steer; AI drafts.
04
Auto tasks
AI runs discrete tasks end-to-end — you check the output.
05
Auto role
AI handles bundles of tasks that used to constitute a role.
06
Full agent
AI operates independently over long horizons, unsupervised.
§ Find yourself on the spectrum