The Subtle Death of Experimentation Programs: Melissajeanperri on Leadership’s Role

In a recent LinkedIn post, Melissajeanperri discusses a critical, often overlooked, reason why seemingly successful experimentation programs falter within organizations. Melissajeanperri highlights how a shift in leadership focus can inadvertently lead to the demise of initiatives that were once vibrant.

Drawing on a story shared by David Bland on the Product Thinking Podcast, Melissajeanperri illustrates the concept of an initiative being “in the bloodstream” versus “in the DNA.” According to Melissajeanperri, the former represents visible activity, while the latter signifies ingrained, self-sustaining behavior.

“In the bloodstream means the behavior was visible. People were running experiments. The vocabulary was in the all-hands. From the outside, the program looked alive. In the DNA means it would have kept replicating without leadership attention. It never reached that.”

Melissajeanperri uses this distinction to explain how programs can appear healthy on the surface but lack the fundamental embeddedness to survive leadership transitions or evolving priorities. The post emphasizes that when leadership stops actively championing and reinforcing a practice, its momentum inevitably wanes.

The ‘Bloodstream’ vs. ‘DNA’ Analogy

Melissajeanperri elaborates on the analogy, explaining that initial success in experimentation often stems from visible leadership engagement. This includes consistent communication, resource allocation, and celebration of experimental wins. However, Melissajeanperri cautions that this outward display, while necessary, is not sufficient for long-term success.

The key differentiator, as Melissajeanperri points out, is whether the practice becomes so ingrained that it continues to thrive organically, even with reduced direct oversight. This deeper integration, akin to being part of the company’s “DNA,” requires consistent reinforcement over time.

“The implication for product leaders is uncomfortable. If you have stopped repeating the thing you said mattered most last year, your team has probably stopped doing it.”

This observation from Melissajeanperri serves as a stark warning to leaders. It suggests that a lack of continued emphasis can quickly erode the progress made, leading to a regression to previous behaviors or a stagnation of innovation.

The Uncomfortable Truth About Reinforcement

Melissajeanperri challenges the notion that once a behavior is established, it will persist without ongoing attention. The post argues that repetition is not a sign of inefficiency but rather the core mechanism for embedding practices into an organization’s culture.

The Importance of Continuous Reinforcement

According to Melissajeanperri, the responsibility lies with leadership to continuously reinforce what they deem important. When this reinforcement falters, the initial efforts can be undone, leading to the program’s silent demise.

“Repetition is not redundancy. Repetition is the job.”

This statement, attributed to David Bland and highlighted by Melissajeanperri, underscores the active and ongoing nature of building a strong organizational culture around experimentation. Melissajeanperri prompts readers to reflect on their own organizations by asking:

What is the thing your team used to do that you stopped reinforcing without realizing it?

Melissajeanperri’s analysis provides a valuable framework for leaders to assess the true health of their initiatives, urging them to move beyond surface-level activity and focus on building practices that are deeply embedded and sustainable.