Cost Considerations: Build vs. Buy

Researching and Identifying Appropriate Use Cases

Considerations for Foundation Models in Data Infrastructure

Evaluating Skill Set Needs for Managing and Fine-tuning Foundation Models

Strategies for Improving Overall Adherence and Compliance

Defining the Scope, Schedule, Stakeholders, and KPIs for the Intended Data Initiative

Addressing Data Skills and Literacy Gaps

Stakeholder and Departmental Alignment

To the Product and Program Managers

Crafting an Effective Plan: Data Strategy vs. AI Strategy

Financial Improvements Use Cases

Notes

Speed and Efficiency

Extracting Relevant Information from Existing Documentation and Interviews

Conducting and Producing a Data Resources Audit

Notes

How to Write a Project Charter

Developing Training Plans

Training and Hiring Recommendations

To the Data and Technology Professionals

Data Product vs. Data Project vs. Data Initiative

Recommended Reading