In an era where competitive advantage increasingly comes from learning faster than competitors, experimentation represents a critical organizational capability. But like any capability, it requires proper leadership to realize its full potential.
Experimentation teams have failed at making learning valuable. Experimentation's most pervasive hypocrisy: publicly celebrating learning while privately focussing on wins and conversion rate uplifts.
Organizations don't lack experimentation driven insights & knowledge—it's that they've made it inaccessible, incomprehensible, and therefore irrelevant to the people who need it most.
The experimentation industry has a truth problem. The dirty secret of modern experimentation is that we've optimized for theatrical success rather than strategic truth, and the language we use perpetuates this dangerous charade.
Make experimentation fun and accessible! This is the standard "democratize experimentation" playbook but enthusiasm alone cannot sustain or scale experimentation in an organization.
Experimentation programs lack a fundamental governance tool: an objective experiment scorecard that measures quality and reliability, not just statistical outcomes. Without such a scorecard, your experimentation program is flying blind, mistaking statistical significance for strategic value.
Most organizations approach hiring experimentation leaders the same way they'd hire senior practitioners—looking for deeper technical skills, more testing experience, and better optimization results. This approach virtually guarantees you'll hire someone who will build a bigger testing factory when what you need is strategic decision-making infrastructure.
The way most companies approach experimentation documentation isn't just inefficient—it's a governance crisis that undermines the entire value of your experimentation program.
Vanity metrics create a dangerous illusion of progress while masking the fundamental question: Is your experimentation program actually driving better business decisions, or is it just generating activity?
Your board expects results, your teams need direction, and most critically, you need to prove that experimentation deserves a seat at the strategic planning table. The difference between programs that influence strategy and those that merely execute tests comes down to one crucial element: governance.
Recent posts
-
The Experimentation Democratisation Trap -
Hope-Based Governance: Why Your Experimentation Programme Runs on Wishful Thinking -
Why Experimentation Specialists Keep Solving the Wrong Problem -
The Experimentation Maturity Myths: Why Your “Advanced” Programme Might Be Fooling You -
The Decision Dilemma: Why Great Experiments Die in Committee
