Artificial Intelligence
AI Use Case Finder
Identify a sensible first AI workflow based on your role, repeated task, and risk level.
Interactive tool
AI Use Case Finder
Recommended pilot
Pilot first-pass drafting for a narrow, repeatable marketing workflow
Automation level
Draft automatically, review before use
Risk
Low
Choice IQ readout
Pilot first-pass drafting for a narrow, repeatable marketing workflow. The useful first project is narrow enough to measure and easy to reverse. Do not begin with autonomous decisions affecting customers, employees, health, money, safety, or legal rights.
- Select 20 representative examples from the real workflow.
- Define approved inputs, prohibited data, reviewer, and success criteria.
- Compare speed, error rate, correction effort, and adoption against the current process.
Tool guide
How to use this ai use case finder
This finder helps you choose a narrow first AI use case that can be tested safely and measured before wider adoption.
Formula
Priority = task frequency x time saved x output verifiability, adjusted down for data sensitivity and decision risk.
Decision guide
When to use this ai use case finder
Best use case
Use this tool to turn an unclear AI idea into a concrete, reviewable workflow. It is designed for a sensible first draft or pilot, not autonomous high-impact decisions.
Inputs needed
Choose the closest match for Role, Repeated task, Risk level. Add real context, approved source material, constraints, and a named reviewer before using the output.
Shareable result
Use the result link to save the selected workflow inputs and share the recommendation with the person responsible for reviewing or testing it.
Common examples
Readers usually use this tool for marketing workflow, sales administration, support triage, hr knowledge. Treat the output as an editable operating draft, then test it with representative examples and record where human correction is still needed.
How it works
This finder helps you choose a narrow first AI use case that can be tested safely and measured before wider adoption.
Examples
- Marketing workflow
- Sales administration
- Support triage
- HR knowledge
FAQ
What is the best first AI use case?
Choose a frequent low-risk task with a clear human reviewer, such as summarising approved text, creating a first draft, or classifying non-sensitive requests.
Which AI use cases should be avoided?
Avoid autonomous medical, legal, financial, employment, safety, or high-impact decisions.
How should an AI pilot be measured?
Track time saved, correction effort, error rate, adoption, output quality, and risk incidents.
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