CX Methods
Problem definition is the first strategic decision
The problem you choose to solve decides where every downstream dollar goes. Put a date on your evidence before you commit the budget.
Strategy begins with naming the problem. That choice determines which initiatives get funded, what CX efforts target, and where investment flows, so an error at this step corrupts everything downstream. The most common error is defining today's problem with yesterday's evidence.
Every strategy is an answer to a problem someone chose to define. That definition decides which initiatives get funded, which journeys get fixed, and which teams get headcount. Define the wrong problem and every downstream decision inherits the error, executed flawlessly in the wrong direction. The most common way to get it wrong is not bad logic; it is stale evidence. Customer needs move. Strategies built on research from two years ago, or on no research at all, quietly drift away from reality. The pandemic made this vivid: companies that held on to pre-crisis strategies without re-researching missed real shifts in what customers needed and how they behaved.
Why it matters to the business
Organizations flatter themselves when nobody checks. Bain's 'Closing the Delivery Gap' research found 80% of companies believed they delivered a superior experience; only 8% of their customers agreed. Stale problem definitions feed that gap. Nor are satisfied-sounding customers proof the problem is framed right: Bain's Fred Reichheld found 60-80% of lost customers said they were satisfied or very satisfied on surveys shortly before defecting.
Getting the target right also concentrates value. McKinsey's journey research found the three journeys that matter most to customers drive over 25% of total satisfaction. Pick the wrong problem and you spend the year polishing journeys that were never where the value sat.
How to use it
- Stamp an evidence date on every strategic problem statement. Treat anything older than twelve months as expired until re-validated.
- Run fresh customer research on your priority journeys before annual planning, not after budgets are locked.
- Reconcile the stated problem against behavior: churn reasons, complaint intents, task abandonment, repeat contacts.
- Re-research whenever context shifts: a market shock, a price change, a new competitor, a channel migration.
- Assign one executive to challenge legacy assumptions in every major investment case.
Where teams get it wrong
Internal consensus gets mistaken for validation. A room of senior people agrees on the problem, the agreement feels like evidence, and nobody asks how we know. The more senior the room, the less often the question gets asked, and the more expensive the unexamined assumption becomes.
Ask your team
- What is the date on the customer evidence behind this strategy?
- If our customers' priorities shifted last quarter, which signal would tell us?
- Which assumption in this plan would embarrass us if a customer heard it out loud?
Strategy without fresh customer intelligence is speculation.
Apply this
Reading about problem definition is the first strategic decision is one thing. Seeing where it applies in your journey is the useful part.