Dashboard

Module 10 - Applied Business Case Exercises for OFA 1

Step 4 of 5

Tools and AI Considerations Across Business Cases

I.

Recurring Tool Categories

Across all eight business cases, the same tool categories recur in different combinations:

  • A.Spreadsheets and data profiling tools for assessing legacy data before a migration.
  • B.Backlog and analytics tools for mobile app work.
  • C.Content management and redirect-configuration tools for a website platform change.
  • D.CRM platforms and validation checklists for a CRM change.
  • E.API testing tools such as Postman for deep linking work.
  • F.Integration or middleware platforms alongside calendar and scheduling APIs for system integration.
  • G.Messaging and notification platforms for a rollout.
  • H.Data warehouse or reporting tools for a dashboard effort.
  • I.A learner does not need to master all of these tools at once.
  • J.The goal at OFA 1 is to recognize which category of tool a given piece of work touches, and to know who on the team to ask when hands-on use of an unfamiliar tool is required.
II.

AI Assistance Pattern

A.

AI assistance follows the same pattern in every business case:

  • 1.Useful for turning raw material - notes, a stakeholder quote, a jumble of facts - into an organized first draft
  • 2.Useful for suggesting questions or checks the learner might not have thought of
  • 3.In no case does an AI tool replace the OFA's own verification against the real system, the real stakeholder, or the real data.
  • 4.A learner who catches themselves trusting an AI-generated answer without checking it against reality has found the single most important habit to correct before progressing further in this curriculum.