01
Chat
Explore once. No fixed pipeline. Human drives every turn.
Lesson 05 / 07
Workshop · Factory · ~9 min
Chat vs systems
Choose the right shape: one-off chat, a reusable template, or a real automation.
Chat is a workshop. Systems are the factory.
Chat is perfect for exploration, drafting, and one-off thinking.
The moment the same job runs weekly with the same inputs and a quality bar, you want a template — or a system that pulls data, generates, and routes for approval.
Chat = workshop
- Explore
- Draft once
- Think out loud
System = factory
- Same inputs weekly
- Quality bar
- Human approval gate
Fig. 05 — Same model, different operating shape
Three shapes
02
Template
Same prompt, repeated craft. Human still pastes and reviews.
03
Automation
Recurring inputs, scheduled or triggered, with monitoring.
04
Agent
Multi-step path with tools and an explicit human gate.
Scenario
For each job, pick the best shape.
Brainstorm names for a new product line
Once, with the founder, no fixed format.
Weekly Monday leadership brief from CRM + finance sheet
Same sources, every Monday, must be reliable.
Rewrite outbound emails in the approved brand voice
Repeated task; human still pastes the draft.
Check
A task happens every Friday, pulls from two tools, and must be accurate. Best next step?