Modeled Agency Creative-Capacity Scenario

The Challenge

This capacity model starts with a hypothetical boutique agency managing 10 e-commerce clients. It assumes demand for 200 creative variants per month, two designers producing 50, and an incremental hire costing $5,000–6,000/month. These figures are planning inputs, not observed agency data.

The Solution

The hypothetical agency evaluates this workflow:

• 1.Brand kits per client, stored each client's colors, fonts, tone of voice, and product catalogs in AdRiseLab
• 2.URL-based generation, account managers paste product URLs directly, generating on-brand creatives without designer involvement
• 3.1-click publishing per client, each client's Meta ad account connected separately, creatives publish directly without export/handoff

Modeled Outputs

What This Scenario Tests

1. 1.Capacity hypothesis: AI-assisted drafts may reduce repetitive production work, but usable output depends on review standards and client complexity.
2. 2.Workflow hypothesis: account managers can prepare first-pass variants while designers retain brand and quality control.
3. 3.Business hypothesis: faster turnaround may improve service quality; this model does not establish a causal retention outcome.