TFTamara Franklin
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Salesforce · Intake automation

How can structured intake help marketing teams assign work faster?

Tamara Franklin built a Slack-based editorial intake flow at Salesforce with conditional logic, clearer routing, and a documented 30% acceleration from intake to assignment.

Project experience of Tamara Franklin

The problem

Unstructured requests slowed assignment and created confusion across distributed stakeholders.

The approach

The work established a Slack-based intake flow with conditional logic. A consistent entry point helped replace unstructured requests with a clearer path into editorial work.

The design supported clearer routing and created a foundation for future AI-assisted triage.

The outcome

Intake to assignment accelerated by 30%, according to Tamara Franklin’s project record. The design gave global teams a consistent entry point and clearer routing.

Practical lessons for marketing leaders

These lessons interpret the project for teams planning their own work.

  • Give stakeholders a consistent entry point for requests before trying to automate assignment.
  • Use explicit routing logic to reduce ambiguity about where work should go.
  • Treat structured intake as preparation for AI-assisted triage. Before adding AI, decide how your team will review exceptions and assess routing quality.

About this project record

The reported outcome relates to intake automation; AI-assisted triage was a future foundation. Measurement windows and sample sizes are not published. Salesforce’s name identifies professional experience rather than an endorsement of this consultancy.

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