This Decision Framework Leads to Better Product Experiments

In this episode of Hard Calls, Jeff Lash, VP of Product Management at Insperity, joins Trisha Price to explore the framework separating good product managers from great ones. He calls it thinking in one-way doors versus two-way doors: reversible decisions versus irreversible ones. But here's what matters: in an era where AI can vibe-code anything in minutes, product sense and customer judgment matter more than ever.

Here's what you'll discover:

Why shipping a feature no one wants actually erodes trust. A feature was being built for a nursing audience, and since it was on the same platform, Jeff’s team thought it was a good idea to offer that feature to their physician audience, too. The issue is that the physicians didn't ask for that feature, nor did they really need it. So Jeff asked, “What gets harmed if we launch this feature to the physicians?” A lot, actually. Jeff said no to adding the feature to the physicians' interface because it would have added unnecessary complexity and eroded user trust. His hard call set the tone for his entire leadership approach.

A decision framework that leads to better experimentation. Jeff approaches decision-making with the lens of reversibility: he asks, ‘How hard would it be to undo this if, say, the decision proves to be wrong or the strategy changes?’ This framework leads his team to experiment in a structured way that allows pivoting with minimal disruption. Experimentation becomes even more impactful as he involves internal stakeholders along the way.

Building AI into your product isn’t the savior. AI can help you build features faster, but that means it can also help you build the wrong features faster, too. Jeff is emphatic about knowing if the new AI feature or product will actually solve a problem users have. He frames it this way: people don't buy your product; they buy the outcome that your product promises to deliver. If your product can solve a problem without AI, your customer will not care.

The Goldilocks of balancing the pressures of short-and long-term demands. Jeff doesn't use rigid formulas to balance short-term demands with long-term strategy. What prevents disconnect isn’t the framework; it’s alignment. Frameworks help create guardrails and allocate budgets, but it's context and conversation that clarify prioritization. When internal stakeholders understand the why behind the demands, short-term concessions feel intentional without losing sight of long-term objectives.

Episode Chapters

(00:00) Introduction: From Medical Publishing to Insperity(02:00) The Hard Call: Saying No to a Feature You Can Ship(05:00) Why Good Product Managers Celebrate Fewer Features(06:24) A Decision Framework That Leads to Better Experimentation(09:00) Experimentation in B2B: It's More Complicated(10:00) The Stakeholder Web: Sales, Support, Legal, Finance(12:27) AI as a Tool, Not the Goal(14:00) Building AI Into Your Product Isn’t The Savior.(18:00) Formulas Don't Replace Judgment(20:00) Context Matters More Than Rules(24:15) Language Shapes Understanding: Simplify to Clarify(29:00) Bringing Product Mindset to Traditional Industries(35:50) Stakeholder Ecosystems: Your Competitive Advantage(38:00) Closing: Whole Product Thinking

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Presented by Pendo. Discover more insights at https://www.pendo.io.
Connect with Trisha Price on LinkedIn at https://www.linkedin.com/in/trisha-price-3063081/.
Connect with Jeff Lash on LinkedIn at linkedin.com/in/jefflash