Analysis approach
- Map role responsibilities across strategy, content, campaigns, reporting, CRM, and data governance.
- Define required human approval points.
- Separate planned assistance from approved live operating behavior.
Sample operating model
AI Employee Workflow Example
A sample workflow showing how future AI employee roles could support planning, content, campaign, reporting, and governance handoffs.
Not a client case study
This educational framework does not describe a real client, use real customer data, claim actual campaign results, or represent live product automation.
Business context
A leadership team wants to understand role-based AI support while keeping availability and human responsibilities clear.
Problem pattern
AI role concepts become risky when responsibilities, approvals, and data boundaries are not clearly separated from automation claims.
Data that would be needed
- Role definitions
- Workflow map
- Approval matrix
- Data access rules
- Business context
Tools / sources that may be reviewed later
- AI platform layer
- Workflow tools
- Reporting systems
- Governance logs
Example operating workflow
- Assess operating need
- Assign planned role support
- Define human approvals
- Document governance limits
Human approval points
- Role scope
- AI output use
- Customer-facing content
- Data-source access
Expected deliverables
- Role workflow map
- Approval matrix
- Readiness notes
Governance boundaries
These limits keep the case library honest, source-safe, and reviewable.
No live autonomous agents
No hidden data use
No unsupervised publishing or outreach
Related knowledge pages
Connect frameworks to roles and capabilities.
These links keep the case library connected to the existing AI employee and capability knowledge pages.
Related AI employee roles
AI Marketing Strategist
Explore a planned AI role for marketing strategy, positioning, and governed planning.
AI Content Operator
Explore a planned AI role for content briefs, queues, localization handoffs, and approvals.
AI Campaign Manager
Explore a planned AI role for campaign coordination, launch readiness, and execution rhythm.
AI Reporting Analyst
Explore a planned AI role for reporting questions, decision views, and governed analysis.
Related capability pages
Governance
Capability page for approval controls, data boundaries, claim review, and responsible AI-marketing operations.
Marketing Automation
Capability page for workflow design, integration readiness, approval paths, and automation governance.
Reporting & Analytics
Capability page for decision reporting, metric definitions, data quality, and leadership visibility.
Strategy conversation
Contact MardesOSTurn the framework into an approved operating plan.
Use the contact path to review business context, data boundaries, governance needs, and operating priorities.