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Project pattern 路 AI Workflow Audit

From Manual Work to a First Automation Roadmap in 30 Days

Retail operations 路 Anonymized automation project pattern

From Manual Work to a First Automation Roadmap in 30 Days
AnonymizedAuthor: TirionReviewed by Tirion Advisory FrameworkPublished: 2026-03-04Updated: 2026-03-13

Executive Summary

Situation

High automation pressure, but no clear priority and no reliable starting point for the first workflow.

Decision problem

The team needed to structure workflow value, risk, owner fit and delivery so the next automation step became reliable.

Intervention

Workflow audit with target picture, use-case scoring, readiness assumptions and a concrete automation decision.

Result

A practical decision foundation for the next automation investment and build decision.

Observed pattern

30 days to a decision foundation1 prioritized use case30/60/90 plan approved

Transferability

  • Clear decision document for workflow prioritization and budget approval
  • Use case validated with data, owner and risk assumptions
  • Roadmap prepared for a controlled first automation

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