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Late-stage design just hit a snag—now comes the moment that separates guesswork from great engineering. We walk through a clear, repeatable method to investigate unexpected failures and make high-impact decisions with confidence. Instead of hunting for a perfect test, we set a confidence target and stack multiple forms of imperfect evidence until we close the gap.
If you’re navigating late-stage product development and want a calm, methodical way to move from 40% to 90% confidence, this framework will help you choose the next best step, allocate limited time and budget, and know when to stop.
Join the Substack for monthly guides, templates, and QA where I help you apply these to your specific projects. Visit qualityduringdesign.substack.com.
Show notes
Ready to apply this to your project?
→ Schedule a free discovery call: Dianna's calendar
Want insights like this?
→ Subscribe to my newsletter: qualityduringdesign.substack.com
Learn the full framework:
→ Get the Book: Pierce the Design Fog
ABOUT DIANNA
Dianna Deeney is a quality advocate for product development with over 25 years of experience in manufacturing. She is president of Deeney Enterprises, LLC, which helps organizations and people improve engineering design.
By Dianna DeeneyLate-stage design just hit a snag—now comes the moment that separates guesswork from great engineering. We walk through a clear, repeatable method to investigate unexpected failures and make high-impact decisions with confidence. Instead of hunting for a perfect test, we set a confidence target and stack multiple forms of imperfect evidence until we close the gap.
If you’re navigating late-stage product development and want a calm, methodical way to move from 40% to 90% confidence, this framework will help you choose the next best step, allocate limited time and budget, and know when to stop.
Join the Substack for monthly guides, templates, and QA where I help you apply these to your specific projects. Visit qualityduringdesign.substack.com.
Show notes
Ready to apply this to your project?
→ Schedule a free discovery call: Dianna's calendar
Want insights like this?
→ Subscribe to my newsletter: qualityduringdesign.substack.com
Learn the full framework:
→ Get the Book: Pierce the Design Fog
ABOUT DIANNA
Dianna Deeney is a quality advocate for product development with over 25 years of experience in manufacturing. She is president of Deeney Enterprises, LLC, which helps organizations and people improve engineering design.

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