01
Human-led
Set positioning and the core promise
Decide what the audience should understand, believe, and do.
- Human owner
- Marketing lead
- Risk signal
- high
- Safeguard
- Document the approved promise, audience, and proof standard.
Role 01 · Brand, growth, content, and campaign teams
Marketing
More options and faster learning without surrendering taste or accountability.
Adapt this role
The redesign premise
Use AI to widen the field of research and draft work. Keep positioning, customer understanding, brand judgment, and final claims visibly human-owned.
Four tasks to examine first.
The lane is a starting recommendation. Consequence, evidence, reversibility, and local policy can change the right design.
02
AI-assisted
Synthesize audience research
Cluster interviews, feedback, search language, and recurring objections.
- Human owner
- Research owner
- Risk signal
- medium
- Safeguard
- Trace every theme back to real source material.
03
AI-assisted
Draft campaign variations
Create distinct message and creative options for human comparison.
- Human owner
- Campaign owner
- Risk signal
- medium
- Safeguard
- Review originality, claims, audience fit, and brand voice.
04
Delegated + reviewed
Prepare routine channel versions
Resize, reformat, and adapt approved material to known channel rules.
- Human owner
- Production owner
- Risk signal
- low
- Safeguard
- Use an approved source and sample every output format.
Skills that become more valuable
Build judgment around the tool.
- 01Evidence-based prompting
- 02Editorial judgment
- 03Claim verification
- 04Experiment design
A responsible first pilot
Learn before you scale.
- 1Choose one recurring campaign workflow.
- 2Compare the current cycle with an AI-assisted version.
- 3Require a human claim and brand review before release.
Measure together
- Cycle time
- Revision rounds
- Claim corrections
- Campaign learning
Ground the conversation.
Task and occupation descriptions draw on O*NET. Governance and skill guidance is informed by NIST and the U.S. Department of Labor.
O*NET Database
Occupation, task, skill, work-activity, and work-context foundations
Open source ↗U.S. Department of Labor AI Literacy Framework
Foundational AI literacy content and delivery principles
Open source ↗NIST AI Risk Management Framework
Governance, oversight, documentation, and review practices
Open source ↗