MVP Is Destroying Your Strategy

Image: Pixabay

The MVP was supposed to save us.

The idea was simple: instead of over-investing in building the “perfect” product before launch, ship the smallest version possible and learn. Let the market, not your assumptions, guide the roadmap.

But somewhere along the way, MVP became a shortcut to launch instead of a discipline of learning. Teams started treating it as the smallest releasable product rather than the smallest learning experiment. And in doing so, MVP has quietly started to destroy more product strategies than it has saved. MVP is increasinly used to justify hitting a delivery date.

The Problem with MVP Today

In practice, MVP usually means “cut scope until something ships.”

On the surface, that sounds lean. But the results are predictable:

• Products that are too thin to be usable
• Experiences that fail to deliver value
• Teams left pointing fingers at “the market” when adoption flops
• A product launch that lacks conviction and excitement

It’s not that the market rejected the product. It’s that the team shipped a half-product and then stopped.

The MVP became a finish line instead of a starting point.

The Rise of MMP

To counteract the obvious shortcomings of MVP, product circles came up with a new acronym: MMP, or Minimum Marketable Product.

The logic made sense: let’s switch out Viable for Marketable. Viable missed the point that we still needed to be able to ‘Market’ this release; don’t cut so far that you can’t actually market or sell the product. Keep trimming, but only to the point where the value proposition is intact.

Problem solved. Right?

That framing helped, but only a little. Because it still focuses all the energy on what goes into the first release. The question became, “How much do we need at launch?”

And that misses the real problem. It also keeps taking us further away from the underlying spirit and intent of MVP in the world of Agile.

MVP: Mission Accomplished

The biggest mistake with MVP (or MMP) is not in the first launch. It is in what happens after.

The original intention of MVP was about iteration. Ship something quickly, use it to get feedback, and then evolve the product through a series of tight, rapid cycles.

But most organizations don’t plan for this. They treat MVP as the product. At best, they allocate a few story points for “post-launch improvements.” That is not iteration. That is maintenance.

Iteration is where the learning happens. Iteration is where the strategy actually comes to life. If you don’t commit to it, you have missed the entire point of MVP.

The Mistake in Planning

Here is the real strategic gap: most roadmaps plan for Phase 1, getting to MVP. Very few plan for Phase 2, the deliberate, resourced, and rigorous iteration required to evolve the MVP into a product that can succeed in the market.

Even worse, MVPs are too often positioned as a way to hit a delivery deadline. That completely breaks the model. MVP is about learning, not shipping fast to meet a date. When you use MVP to hit a release milestone, you turn what should be an experiment into a compromised launch.

If you don’t plan for Phase 2, or if your Phase 1 is driven by a calendar instead of a hypothesis, MVP just means Minimum. And if you stop there, don’t be surprised when your product’s traction and growth are also Minimum.

Think about it this way: would you ever say, “We’ll build the bare minimum, launch it, and if it doesn’t work, maybe we’ll fix it later”? That is not strategy. That is a gamble.

Strategy requires committing to the next steps before you launch, not after you fail.

Doing MVP the Right Way

If you want to do MVP properly, you need to make it safe to move fast. That means investing in the capabilities that let teams deploy quickly, learn safely, and recover instantly.

In other words, agility is a technical capability as much as a cultural one.

A proper MVP environment includes:

• Continuous Integration / Continuous Delivery (CI/CD): so teams can ship incrementally and often, without large, risky releases.
• Feature flags: to test functionality safely, expose it to limited audiences, and roll back instantly when needed.
• Instrumentation and analytics: to capture real user behavior and feedback from the moment the feature is live.
• A staging or beta environment: where experimentation can happen without risking your production environment or customer trust.

Without these foundations, your MVP isn’t an experiment, it’s a cliff jump.

The ability to deploy, observe, and adjust quickly is what makes MVP work. Otherwise, “ship early” just means “ship unfinished.”

What Strategy Demands

If you are going to use MVP, you need to treat it as the beginning of the work, not the end. That means:

• Budget for iteration. Don’t just fund the initial build. Fund the next few cycles of feedback and evolution.
• Set expectations with leadership. Make it clear that MVP is a milestone to learn from, not a product to scale.
• Plan for at least one more FULL phase. At minimum, there should be a Phase 2 with as much rigor as Phase 1. Ideally, plan for several cycles.
• Measure learning, not just launch. Success is not “we shipped.” Success is “we learned something critical that shapes what comes next.”

The MVP is not your product. It is your hypothesis. Strategy demands you treat it that way.

Closing Thought

The debate over MVP vs. MMP misses the bigger point. It is not about where you draw the line on scope or what acronym you use.

The real question is whether you can get your best hypothesis into the world safely and as quickly as possible. That is what MVP was always meant to be, a vehicle for learning, not a shortcut to version 1.0 or a way to hit a delivery date.

MVP and MMP were never about scoping a “good enough” first release. They were about enabling safe, fast experimentation so you can validate what really works because humans are not perfect and why would you believe your first attempt was your final attempt?

If you can’t iterate safely and quickly, you’re not doing MVP. You’re just shipping early and hoping for the best.