Better solutions sometimes appear when we stop pushing through the obvious route.
More quotesAnalytics enters the witness box: “They clicked.” Interviews follow: “They said they wanted simplicity.” Support objects: “They are furious about exports.” Sales leans over dramatically: “Everyone needs enterprise permissions.” All may be truthful. None has met the whole elephant.
Research methods are dangerous when their strengths look like completeness. Analytics shows behaviour at scale but rarely the private logic around it. Interviews reveal language and goals, filtered through memory and self-presentation. Observation catches the workaround nobody thought to ask about. Support hears pain disproportionately. Sales hears people who got far enough to speak to Sales. The A/B test can crown a button while the entire journey remains pointless.
The usual corporate response is either to worship one source or commission a research epic that finishes after the decision. Both are evasions. Most choices need a few independent angles chosen for their blind spots: behavioural data plus real conversations; a task observed plus a forced trade-off; tickets compared with silent abandonment.
Contradiction often marks the first honest research result. If customers praise simplicity but repeatedly use the advanced workflow, investigate. If Sales reports universal demand and product data shows near-zero use, investigate harder.
Confidence should come from different witnesses converging, not one witness owning an immaculate dashboard. Before announcing what “the customer” wants, ask which perspectives never appeared—and which bit of the animal the dashboard has actually found.