high risk
Decide what the audience should understand, believe, and do.
Interactive planning tool
Work Design Studio
Bring one real workflow. Break it into tasks, decide where people and AI contribute, name the owner, and leave with a pilot brief.
Your working draft
Sort the tasks.
This is a planning aid, not an automated decision. Use your organization's policies, worker input, and qualified review.
Human-led
Judgment, relationships, accountability
AI-assisted
Direction, iteration, verification
medium risk
Cluster interviews, feedback, search language, and recurring objections.
medium risk
Create distinct message and creative options for human comparison.
Delegated + reviewed
Bounded work, controls, escalation
low risk
Resize, reformat, and adapt approved material to known channel rules.
Pilot brief
Marketing workflow
Marketing · medium overall risk · 4 tasks
- Human-led
- 1
- AI-assisted
- 2
- Delegated + reviewed
- 1
- Success measure
- Better quality with less rework
Use the plan in a real conversation.
The strongest design comes from the people who perform, manage, and receive the work. Treat every starting task as a hypothesis.
Invite the right voices
Include the role holder, a manager, a downstream customer, and a risk or domain expert when consequences are meaningful.
Use real examples
Test the proposed lane against familiar cases, edge cases, and moments when information is incomplete.
Keep the pilot reversible
Limit scope, time, users, and data. Decide in advance what would cause the team to pause or change course.