Chat vs Workflow vs Agent
Not every AI task is a chat. Understand the three levels of AI autonomy — from simple conversations through structured workflows to fully autonomous agents — and choose the right approach for government work.
Key Insight
The biggest mistake teams make with AI is treating every task as a chat conversation. Simple questions deserve chat. Complex, repeatable processes need structured workflows. And routine tasks with clear rules can be handed to AI agents with human oversight. Matching the right approach to the task is the difference between a useful AI tool and a frustrating one.
Autonomy Level Sorter
Sort each task into the correct AI autonomy level. Click a task card, then click the zone where it belongs. Once all 10 tasks are placed, check your answers.
One question, one answer. No complex reasoning chain needed.
Multi-step process with defined stages and quality checks.
Autonomous operation with monitoring, multiple tools, and ongoing tasks.
Score: /10
AI Maturity Spectrum
Where is your team on the AI maturity spectrum? Click each level to explore what it means, then select your current level to see recommendations for advancing.