We're conducting research on how practitioners manage and prepare data for AI workflows, and how they discover and adopt tools that support that work.

 

Who we're looking for:

People who work with data to build, evaluate, or train AI agents or skills, including:

 

• Data experts who define, prepare, or evaluate data for AI systems (AI/ML Engineers, Data Engineers)
• Non-data practitioners who work with AI workflows in any capacity (Developers, Product Managers, QE Engineers, Business Analysts)
   

Why participate:

Your input will help shape how AI data tooling is discovered, adopted, and built — directly influencing the products and workflows that support AI readiness.

 

What to expect:

 

📋 Short survey to start

🖥 60-minute remote interview via Zoom

🎁 Participants may receive a $125 e-gift card for their time, subject to their organization's policy

 

⏲ Timing: The survey is now available, with follow-up sessions scheduled over the next two weeks.

 

Whether you've built structured data pipelines for AI or you're managing data prep through workarounds and spreadsheets, your experience is exactly what this research needs. It only takes a moment to sign up, and your insights could directly shape how AI data tools are built and discovered going forward.