The hardest part of analytics is not finding the insight. It is getting someone to act on it.
The dead-slide problem
Every analyst has been here. You spend two weeks on a careful analysis. You present. Everyone nods. Nothing changes.
I have watched this happen many times. Including with my own work. Here is why it keeps happening.
The insight has no context
“Retention dropped 5%.” OK. So what?
- Is that normal for this season?
- How does it compare to competitors?
- What is it in dollars?
Data does not speak. You have to frame it in something the audience actually cares about — revenue, cost, a strategic goal.
There is no owner
“Someone should look into this.” This is where insights go to die.
If there is no specific person accountable for doing something, nothing happens. End every analysis with a recommendation and a named owner. Even when it feels awkward to point at someone, do it.
Too many findings
Twenty bullet points dilute everything. Execs have limited bandwidth. They cannot act on all of it.
Pick the 1–3 that matter most. Lead with those. Put the rest in the appendix if you have to keep it.
ARIA
I use a short checklist before I present any insight.
- Actionable — can someone actually do something about it?
- Relevant — does it connect to a current priority?
- Impactful — is the number big enough to matter?
- Assigned — is there an owner and a timeline?
If it fails any of these, it is not ready.
Playing the long game
Driving action is not about one great analysis. It is about credibility that accumulates:
- Start small. Prove value on quick wins before tackling big questions.
- Follow up. Did the recommendation actually get implemented? What happened?
- Be honest about uncertainty. People trust analysts who admit what they do not know.
- Learn the business. The best analysts understand operations, not just data.
The goal is not to be right. The goal is to make the business better. Sometimes that means accepting — a “good enough” analysis that actually changes behavior is worth more than a perfect one that gets ignored.