Identify a use case for AI

Implementing AI Solutions in Business

Jacob H. Marquez

Data Scientist

Five principles of a good use case

Five principles of a good use case

Five principles of a good use case

Five principles of a good use case

Five principles of a good use case

Augment not replace

 

• AI designed to work with humans
• Assist and enhance abilities

 

Alignment with business goals

 

• Tie use case to a business metric
• Support organization toward its vision
• Evaluate costs and risks

Data, data, data

Deconstruct into small tasks

Deconstruct into small tasks

Focus on

• Well-defined
• Prediction
• Scoring
• Labeling
• Summarizing
• Content generation

Don't use AI for this

Don't use AI for this

Don't use AI for this

Don't use AI for this

Don't use AI for this

 

Areas to avoid

• Ethics and judgments
• Personal information
• High-emotion situations

Questions to identify a use case

 

• How are competitors using AI?

• What about partners in adjacent, or unrelated, industries?

 

• What are some areas of the business that are in clear need of support?

• Where would there be funding to support a small scale project? Or a full scale implementation?

Start small with a POC

Start small with a POC

Start small with a POC

Small-scale impact but big ROI

 

• POC tied to high ROI potential
• Most likely to be valuable for the business
• ROI can be measured in multiple ways

Let's practice!

Implementing AI Solutions in Business