The Data Interpretation Gap

The Data Interpretation Gap

Why great product decisions depend on more than great data

By Product Coffee

Date and time

Location

Online

Refund Policy

Refunds up to 7 days before event

About this event

  • Event lasts 1 hour 30 minutes

Data is everywhere, but insight is rare. This session explores how meaning is constructed through three interconnected layers: analytics, interpretation, and synthesis. You’ll learn how the same data point can yield multiple—and sometimes contradictory—conclusions depending on how it's framed and combined with other information. We'll break down the differences between descriptive and diagnostic analytics, but more importantly, we’ll show how data interpretation is the hidden force shaping every decision you make—and the critical gap standing between you and better product outcomes.

While all three components—analytics, interpretation, and synthesis—are important, interpretation is the most influential:

Analytics reveals what is there

Interpretation determines what it means

Synthesis connects it to what else we know

You can have perfect data and flawless analytics, but if the interpretation is off, the conclusions—and outcomes—will be too.

Interpretation is what introduces judgment, context, bias, and meaning into the system. It’s where decisions begin to take shape.

At the core of this session is the SCOPE framework: Spot, Compare, Orient, Probe, Execute—a powerful tool for interpreting and reconciling data across use cases.

You’ll learn:

✅ Why flawless analytics still lead to bad decisions

✅ How smart PMs make meaning—not just reports

✅ A simple but powerful method to move from scattered signals to strategic clarity

By the end, you’ll walk away with a repeatable way to move beyond surface-level summaries into decisions grounded in nuance, context, and relevance.

Did you know this $10 meetup is FREE for Product Coffee Premium members?And that’s just one of many perks brewing inside Premium.Here’s what else you get with your membership:

☕️ Weekly Product Coffee Virtual Meetups on Zoom ($40/mo value)

🧐 Weekly Coaching Office Hours ($300/mo value)

✨ Monthly Professional Development Workshops ($199/mo value)

📹 Full Session Archive + Workshop Materials

💬 Private Slack Community

🤖 Exclusive AI Tools for PMs

👕 Members-only Product Coffee Swag

Try Premium FREE for 7 days at productcoffee.com/premium.Then just $49/month, or $41.59/month with annual billing.

Total value? Over $900/month.

Your cost? About the price of one fancy coffee a week. ☕️

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Join fellow Product Managers from around the world for a nice cup of cup of coffee and some rich, delicious product management discussion!

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$10