What to do when you're getting different answers to the same question

Ever been gearing up to make a decision or finalizing a presentation and realize you have different people giving you different answers to the same question?

Finance says revenue is down but Sales says you're up? Or you could drive a semi-truck in the gap between Marketing's lead count and Sales' lead count? Or teams are ready to go to war over which customer segment is most valuable?

What should have been simple turns into a debate (with a side of finger pointing). This is for the founder who is exhausted and just wants everyone rowing in the same direction without pulling teeth.

Why Your Teams Keep Disagreeing

Conflicting stories aren’t because people aren't doing their jobs. It's because people are doing their jobs. Their job. Everyone's operating in their own environment, with their own goals, needs, and view of the world.

That's the real problem: no one's really wrong. But when people don't understand the different needs and definitions across functions, it creates confusion and breeds mistrust.

The disagreements are just a symptom of something deeper:

• Lack of ownership or sharing. If it's not obvious who owns a metric or narrative, people will fill in the gap (their way). Even more frustrating when multiple people spend duplicative effort fixing a "gap" that already has a solution (somewhere).

• Unclear definitions. Sometimes metrics are supposed to be different. Sales talks about their full year projection while finance talks about money that's been booked and paid. If both get labeled "revenue" without context, no wonder people are confused.

• Shadow and offline reporting. When there aren't official numbers or sources aren't trusted, spreadsheets and side reports multiply in the background. Numbers get passed around in chats and emails, losing context. Ever play a game of telephone as a kid?

What Conflicting Stories Actually Cost You

I’ve seen two people pull the same KPI from the same dashboard just days apart and be convinced the other was wrong. The data had been refreshed in between—but in an org where doubt was already sown, the worst was assumed. Everything had become guilty until proven innocent.

That trust gap has real consequences:

• Teams start building their own views instead of relying on shared ones.
• Leadership loses confidence and has to slow down and second-guess decisions.
• Resources are not just wasted on maintaining multiple sets of reports but trying to reconcile the worlds when they disagree. 
• Decisions get delayed or made based on bad information.
• Your culture takes a hit.

Worst of all, it compounds. It pushes you into a doom loop: the less people trust the data, the more they work around it, which fuels even more mistrust, more separation, and more wasted effort keeping redundant reports alive. (All of which could still be pointing you in the wrong direction.)

The Fix: Ownership, Then Meaning, Then Process

Before tearing into anything, decide what counts as truth, who owns it, and empower them to set the process.

The order matters.

I once spent fifty hours locked in a room with the C-Suite before a board meeting. No one could agree on the revenue picture for the rest of the year. They had a CRM that only some salespeople used, two versions of the "same" spreadsheet (_final_final, anyone?), and the founder's brain, all with part of the story. Every board meeting, they'd go through this dance to get the slides aligned, then go back to working separately until next time.

Once I got everything into one truth, we aligned and built processes to keep it that way (in ways that worked for everyone's needs). The following board meeting was not just the easiest prep they'd ever had, but we had the bandwidth to substantially elevate their plan and messaging.

Step 1: Ownership

Empower a person or team to own what is the truth. Without this, everyone tackles a piece of the problem in parallel—and no one actually solves it.

If you have multiple flavors of truth (think sales vs finance revenue), be really clear about separating them. Different people can own different flavors. Be intentional about labeling them differently and consistently. Add footnotes and context when needed.

Step 2: Meaning

Owners set the meaning in plain language and set clear criteria: where the data comes from, what filters apply, and how often is it updated. Find ways to bake these criteria into existing workflows—don’t make it an extra task. Regular check ups keep definitions clear and data aligned with reality.

Step 3: Systems

Only after ownership and process are clear should you turn to cleaning up the actual systems and dashboards. Otherwise, you’re just polishing tools that will keep getting misused.

Where to Start This Week

You don’t have to tackle everything at once. Start strategically and work from both ends:

• Top-down: Start with the core metrics that matter most to your business. Write down where they should come from and how they should be calculated.

• Bottom-up: Audit the reports and dashboards please are using to answer those today. Mark which ones are redundant, misaligned, or missing key context.

• Meet in the middle: Reconcile the top-down definitions with the bottom-up reality. Update what you can, and make it clear what’s being phased out.
  
  💡Tip: When I find a resource to sunset, I like to keep it alive but add an overlay or cover page that links to the better option. I explain why we're making the change and give a sunset date. It gives people time to change their habits without creating frustration.

• Out in left field: Sometimes, we have no idea where a narrative came from (remember that game of telephone?). When you can't trace a story back to any version truth, do a little internal PR to get the right story out there.

Focus on removing redundancies and the highest tension items first. Show that the effort is worth it to get buy in faster.

What Changes Once the Stories Match

• Meetings get calmer. You stop having the same conversation you've had 18 times before.
• Knowledge compounds across teams because they're sharing context and get the story from the people that should be telling it.
• People waste less time. Less time maintaining the same things. Less time going on side quests to explain why two things are different. Less time pointing fingers.
• You spend more time on the actual decisions instead of the weeds to get there.

FAQs

Stop decisions from stalling.

If you keep getting stuck over what's true, let's talk.