The Frontier of Understanding (NCTs)
by Ravi Mehta • Co-founder & CEO, Outpace at Outpace (formerly Tinder, Facebook, Tripadvisor)
Ravi Mehta is the co-founder and CEO of Outpace and formerly the CPO at Tinder, Product Director at Facebook, and VP of Product at Tripadvisor. He is a renowned product thought leader who helped create the Reforge Product Leadership and Strategy programs.
🎙️ Episode Context
Ravi Mehta deconstructs the ambiguities of product management into rigorous frameworks, covering strategy, goal setting, and career competencies. He challenges common norms like 'outcomes over outputs' and explains why 'selective micromanagement' is necessary for effective leadership.
Problem It Solves
Prevents teams from committing to outcome-based goals (e.g., OKRs) when they don't yet understand the levers required to move those metrics.
Framework Overview
Instead of blindly focusing on outcomes, teams should identify their 'Frontier of Understanding.' If the levers are unknown, the goal should be 'Understanding Risk' (learning); if known, the goal can be 'Execution Risk' (doing) or 'Strategic Risk' (outcomes).
🧠 Framework Structure
Understanding Risk: We don't know the...
Dependency Risk: We know the levers b...
Execution Risk: We have the tools. Go...
Strategic Risk: We are executing well...
When to Use
During quarterly planning when leadership demands a metric increase but the team has no clear hypothesis on how to achieve it.
Common Mistakes
Setting an outcome goal (e.g., Revenue) when you are actually in the 'Understanding Risk' phase, leading to 'throwing spaghetti at the wall'.
Real World Example
At Tinder, data showed high spending from a small group. Instead of blindly trying to grow revenue, they set a goal to understand WHY. They found these weren't rich people, but frequent travelers/salespeople. This insight led to 'Tinder Platinum'.
If you don't understand how to move a particular metric, then the right goal is to set a goal to increase your understanding not to move that metric.
— Ravi Mehta