MardesOS
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 page is a framework for internal staging and buyer education. It does not describe a real client, real customer data, actual campaign results, or live product automation.

Business context

A leadership team wants to understand role-based AI support without treating the current website as a live AI employee platform.

Problem pattern

AI role concepts become risky when responsibilities, approvals, and data boundaries are not clearly separated from automation claims.

Analysis approach

  • Map role responsibilities across strategy, content, campaigns, reporting, CRM, and data governance.
  • Define required human approval points.
  • Separate roadmap concepts from active product behavior.

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 future 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
  • Future implementation 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.

Strategy conversation

Turn the framework into an approved operating plan.

Use the contact path to review business context, data boundaries, governance needs, and future scope.

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