The distinction between MVP and MDP is so fascinating, and something I've never heard discussed. MDP is almost like MVP + the intention to build something that will scale instead of just building something to get it out there and see what happens. Thanks for sharing!
A really useful piece for founders/startups, Petar. Reading about MDP was quite refreshing and the stress on time value in business momentum cannot be understated!
I’m glad the MVP vs. MDP distinction resonated. In competitive markets, that small shift in framing can materially change early traction and investor perception
One of the clearest articulations of "time as an asset" I've seen. What really resonated was the distinction between MVP and MDP. Too many teams ship something technically functional but perception-weak, then wonder why referrals or investor interest stall. That slight upgrade in clarity, onboarding, narrative, and presentation often matters more than the underlying technical depth
The structural failure in the early stage is rarely a lack of financial runway, it is the dissipation of time. Founder time suffers from continuous entropy.
Your mapping exposes the cold engineering of the ecosystem. Valuations do not respond to code accumulation or aesthetic polish. They respond exclusively to the mechanical transition of risk, moving from one validation box to the next.
The equation you detail treats capital not as a safety net but as the primary fuel to buy learning velocity and induce trust. Your MDP concept represents the exact anatomy of leverage.
Surgical tactical read, Petar. Your precision in separating the noise of the perfect build from the real mechanics of traction delivers a high value map for those operating on the ground.
Getting your minimum viable product in the hands of your customers will help you way more than finishing those last couple of features.
The key is you want your customers to help you solve that one specific problem you have set out to solve with your business.
You evangelized the problem so you can find the right customers. Now your goal is to start helping. Start to drive outcomes. Features and help with that, but you want to get more outcomes and features. Once you have outcomes, you can start to refine the process and add features. That’s the improvement driver of your Revenue Flywheel System.
Interesting framing, Petar. I’ve always thought about this less as “ship fast” and more as shortening the distance between idea and learning.
If shipping earlier gets you real feedback, traction, and proof that the market cares, that’s incredibly valuable. But if the strategy behind what you’re shipping isn’t clear yet, speed alone can just help you learn the wrong lessons faster.
The real asset isn’t just time. It’s how quickly you can turn time into meaningful market insight.
The distinction between MVP and MDP is so fascinating, and something I've never heard discussed. MDP is almost like MVP + the intention to build something that will scale instead of just building something to get it out there and see what happens. Thanks for sharing!
I appreciate that perspective. Building something lean, but strong enough to signal long-term potential and scalability from day one
A really useful piece for founders/startups, Petar. Reading about MDP was quite refreshing and the stress on time value in business momentum cannot be understated!
Raghav, I really appreciate that! Thanks for reading and for the thoughtful support.
You are very welcome, Petar! :)
This makes me think are we too focused on optimizing processes instead of protecting our most scarce resource: time? How do you draw the line?
Optimization is valuable, but only after you’ve earned the right to optimize.
Early on, protecting time means prioritizing actions that change your strategic position,
not polishing internal efficiency.
The line is simple in theory, hard in practice:
If it doesn’t move you to the next valuation or traction bracket, it’s probably optimization theater
This is great! Really love the distinction between minimum viable product and minimum desirable product
I’m glad the MVP vs. MDP distinction resonated. In competitive markets, that small shift in framing can materially change early traction and investor perception
One of the clearest articulations of "time as an asset" I've seen. What really resonated was the distinction between MVP and MDP. Too many teams ship something technically functional but perception-weak, then wonder why referrals or investor interest stall. That slight upgrade in clarity, onboarding, narrative, and presentation often matters more than the underlying technical depth
Thanks Lina! I’m glad the MVP vs. MDP distinction resonated
The structural failure in the early stage is rarely a lack of financial runway, it is the dissipation of time. Founder time suffers from continuous entropy.
Your mapping exposes the cold engineering of the ecosystem. Valuations do not respond to code accumulation or aesthetic polish. They respond exclusively to the mechanical transition of risk, moving from one validation box to the next.
The equation you detail treats capital not as a safety net but as the primary fuel to buy learning velocity and induce trust. Your MDP concept represents the exact anatomy of leverage.
Surgical tactical read, Petar. Your precision in separating the noise of the perfect build from the real mechanics of traction delivers a high value map for those operating on the ground.
Appreciate the thoughtful perspective!
Great read, Petar!
To a great extent, 'time' is the difference between traction and survival.
I also second the concept of Minimum Desirable Product, followed by a feedback and constant iteration loop that helps to lead towards PMF.
Thanks Charu. The MDP approach really helps founders move faster and make smarter decisions
Great Insight here Petar.
Getting your minimum viable product in the hands of your customers will help you way more than finishing those last couple of features.
The key is you want your customers to help you solve that one specific problem you have set out to solve with your business.
You evangelized the problem so you can find the right customers. Now your goal is to start helping. Start to drive outcomes. Features and help with that, but you want to get more outcomes and features. Once you have outcomes, you can start to refine the process and add features. That’s the improvement driver of your Revenue Flywheel System.
Thanks for sharing!
Appreciate the comment! Exactly, the focus should be on outcomes first, then features
Interesting framing, Petar. I’ve always thought about this less as “ship fast” and more as shortening the distance between idea and learning.
If shipping earlier gets you real feedback, traction, and proof that the market cares, that’s incredibly valuable. But if the strategy behind what you’re shipping isn’t clear yet, speed alone can just help you learn the wrong lessons faster.
The real asset isn’t just time. It’s how quickly you can turn time into meaningful market insight.