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Does the value of your insights, analytics, or automated intelligence product sometimes feel invisible to buyers and users? Does your product have impressive analytics and AI technology, but user adoption and sales still are not where you want them to be?
While it has never been easier to build data-driven products, why does it still seem so hard to build indispensable data products that users can't live without—and will gladly pay for?
I’m Brian T. O’Neill, and on Experiencing Data — a Listen Notes top 2% global podcast — I help founders and B2B software product leaders close the Invisible Intelligence Gap through solo episodes and interviews with leaders at the intersection of product management, UX design, analytics, and AI.
If you’re building analytics, BI, or automated intelligence (AI) products, this non-technical show will help you better connect your product to outcomes, value, and the human factors that still matter — even in the age of AI.
Subscribe today on all major platforms or browse the episode archive.
Get 1-Page Episode Summaries:
https://designingforanalytics.com/experiencing-data-podcast/
About the Host, Brian T. O'Neill:
https://designingforanalytics.com/bio/
Does the value of your insights, analytics, or automated intelligence product sometimes feel invisible to buyers and users? Does your product have impressive analytics and AI technology, but user adoption and sales still are not where you want them to be?
While it has never been easier to build data-driven products, why does it still seem so hard to build indispensable data products that users can't live without—and will gladly pay for?
I’m Brian T. O’Neill, and on Experiencing Data — a Listen Notes top 2% global podcast — I help founders and B2B software product leaders close the Invisible Intelligence Gap through solo episodes and interviews with leaders at the intersection of product management, UX design, analytics, and AI.
If you’re building analytics, BI, or automated intelligence (AI) products, this non-technical show will help you better connect your product to outcomes, value, and the human factors that still matter — even in the age of AI.
Subscribe today on all major platforms or browse the episode archive.
Get 1-Page Episode Summaries:
https://designingforanalytics.com/experiencing-data-podcast/
About the Host, Brian T. O'Neill:
https://designingforanalytics.com/bio/
Episodes

Tuesday Aug 22, 2023
Tuesday Aug 22, 2023
In this episode, I give an overview of my PiCAA Framework, which is a framework I shared at my keynote talk for Netguru’s annual conference, Burning Minds. This framework helps with brainstorming machine learning use cases or reverse engineering them, starting with the tactic. Throughout the episode, I give context to the preliminary types of work and preparation you and your team would want to do before implementing PiCAA, as well as the process and potential pitfalls you may run into, and the end results that make it a beneficial tool to experiment with.
Highlights/ Skip to:
- Where/ how you might implement the PiCAA Framework (1:22)
- Focusing on the human part of your ideas (5:04)
- Keynote excerpt outlining the PiCAA Framework (7:28)
- Closing a PiCAA workshop by exploring what could go wrong (18:03)

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