What does it mean to become AI native? It’s not about using every AI tool on the market. For Milin Desai, the CEO of Sentry, it’s about becoming familiar with the tools and opting in to use the capabilities that deliver practical value. This mindset was born while Milin was the general manager of a business unit at a software company. In this role, he had to manage a profit and loss statement, learning the art of constrained resource planning and organizational adaptability.
In episode 351, our final installment of the conversation, listen as Milin describes both the gravity and different intensity of the CEO’s role compared to past roles. You’ll get insight into the strategy behind enabling an entire organization to shift and become AI native, how this translates into value for customers and employees, and how the individual contributor can be a better contextual communicator when speaking to busy leaders.
Stick with us until the end to understand how a set of first principles can guide our career progression if we choose to actively participate in it.
Original Recording Date: 09-29-2025
Milin Desai is currently the CEO of Sentry. If you missed parts 1 and 2 of our discussion with Milin, check out Episode 349 – Expand Your Curiosity: Build, Own, and Maintain Relevance with Milin Desai (1/3) and Episode 350 – Scope and Upside: The Importance of Contextual Communication with Milin Desai (2/3).
Topics – Contrasting the Role of General Manager with CEO, Embrace Practicality with New Technology, Junior Personnel and a Return to First Principles, Shifting Organizational Focus to Becoming AI Native, Contextual Communication to Leaders and Parting Thoughts
2:41 – Contrasting the Role of General Manager with CEO

* General managers usually own a profit and loss statement (or PNL statement). How was this different than the things Milin had previously gone through?

* Milin says you do have to prepare yourself for it, and his experience as part of product teams was very helpful to gain familiarity with many of the elements of the general manager role (i.e. revenue protections, investing resources in specific efforts, etc.).
* Things get very interesting when you are managing PNL in a constrained environment. Milin gives some insight into annual planning and the behaviors he has observed during these times.

* “Very rarely do people come back and say, ‘I’ve got the same org. I’m going to reshape the org, move things around, and I’m going to do these new things with the same number of people.’ I think most leaders are not very good with that philosophy.” – Milin Desai


* In this role Milin tells us he learned how to do planning with specific constraints in mind (i.e. stress testing as if no resources / extra people could be added), and this idea of keeping teams lean taught him about the adaptability of an organization.
* “I really think every organization should do that, and then, you always have the ability to go add more people…. Structurally say, ‘is this how we still want to operate?’ And we rarely do that…. I knew the numbers, the resources, and everything else. We did a lot of planning. But what I learned I needed to get better at is this constrained planning…” – Milin Desai
* Milin loved working as a general manager and thinking through how to optimize even if the organization didn’t get everything it wanted.
* “What is the hardest thing to do? To say no. What is the hardest thing for a product manager to do? Shut down a feature.