Department playbook
Product & content: multiply output, keep compliance clean
Multi-platform copy, short-video scripts, poster variants, campaign ideas and ad-law/AI-label pre-checks are handled by AI employees; creative direction, brand voice and publishing decisions stay human.
Pain points
What Product & content spends the day on
Endless demand
More platforms, more sizes, daily launches.
Compliance risk
Absolute claims or missing AI labels can bring fines.
Headcount creep
Team size grows with every new platform.
Role task breakdown
Example: Content ops — what goes to AI
Structure from the reference report; time shares are samples, measured per role in the diagnostic.
Sample
| Task | Time share | Mode | AI employee | Human retains |
|---|---|---|---|---|
| Copy and script drafts | 30% | AI assists | Content Agent | Tone and final edit |
| Poster variants and layout | 20% | AI executes | Content Agent | Spot checks |
| Topic and campaign drafts | 15% | AI assists | Content Agent | Direction |
| Ad-law and AI-label pre-check | 10% | AI executes | Compliance Check Agent | Legal review |
| Creative strategy and brand decisions | 25% | Human core | — | Fully retained |
AI employees
The AI employees for this department
Content Agent
- Multi-platform copy and scripts
- Poster variants
- Topics and campaigns
Boundary: Publishing approved by people
Compliance Check Agent
- Absolute-claim checks
- Explicit/implicit AI labels
- Platform rule pre-checks
Boundary: Final compliance opinion by people
Results
What changes
Figures are sample models or targets.
5 → 2Content team (sample, modeled)
0Compliance issues (target)
100%AI content labeled