330. Your Dashboard Can Be Accurate—and Still Mislead You

More dashboards.

More reports.

More spreadsheets.

More software.

So why do so many CPG leadership teams still struggle to make confident decisions?

In this episode, Daniel Lohman explains why more reporting doesn't automatically create more clarity.

You'll learn:

• Why accurate reports can still mislead

• The $100,000 reporting lesson that changed how Daniel thinks about data

• Why databases don't always reflect how shoppers actually shop

• The four biggest reporting blind spots

• Why every report should start with a decision—not a spreadsheet

• How Retail Clarity helps founders ask better questions before expensive mistakes happen

One idea sits at the center of this episode:

The spreadsheet isn't the product.

The decision is.

⏰ Timecode

01:35 when the margin for error gets smaller, decision quality matters more

03:15 The $100,000 source of truth

05:16 Don't confuse a polished report with a complete answer

05:38 Blind spot number one: the data is accurate but incomplete

06:07 An accurate number can tell an incomplete story. And an incomplete story can lead to a bad decision.

06:13 Blind spot number two: data not organized around the shopper

08:28 Blind spot number three: every department is optimizing in isolation

10:04 Blind spot number four: the report arrives after the decision has already been made

10:47 The best decision tools should help answer:

11:06 This is why I built the Retail Clarity Framework, it has 4 lenses

12:34 The difference between a report and a decision tool

13:42 Five questions to ask before trusting your next report

14:50 A decision tool should reduce debate—not create more of it

16:39 When the margin for error gets smaller, clarity becomes your competitive advantage.

17:10 The practical next step

17:53 See Decision Tools examples at RetailSolved.com/DecisionTools.

18:37 The spreadsheet is not the product. The decision is.