Analytics & BI

Single Source of Truth: Why are you fighting over Excels instead of discussing strategy?

When Sales says "X" and Finance says "Y", management is paralyzed. Learn how to establish a common data language and avoid the confusion tax.

Konstantinos Kormentzas
Single Source of Truth: Why are you fighting over Excels instead of discussing strategy?

When the board meeting turns into an audit committee

Imagine this familiar scene: Monthly management meeting. The Commercial Director presents a slide showing a 15% increase in sales. There are smiles.

Then the CFO intervenes: "Actually," he says looking at his own laptop, "if we subtract credit notes and returns, we are exactly flat compared to last year." The smiles freeze. The next 40 minutes of the meeting aren't spent on how the company will grow, but on a fight over whose Excel is correct.

This is the "confusion tax." It is the hidden cost you pay when your most capable, highest-paid executives act as mere data janitors, looking for errors in spreadsheet cells instead of finding opportunities in the market.

If your directors are spending their time arguing over which number is correct, none of them is working on how to improve it.

ONISIS

Why do departments disagree on the numbers?

Because you haven't established a common data language. There is an absolute Babel of definitions.

For example, what exactly does "profit margin" mean? If Finance calculates it after discounts and shipping, but Sales calculates it before, you are not having a strategic disagreement. You are simply speaking different languages. Your ERP might show 500 units in the warehouse, but the physical count shows 480. If there isn't a central agreement on which number is "the law", your salespeople will promise deliveries that will ultimately be canceled.

Can new software give us a single source of truth?

No. That is the biggest lie the tech industry sells.

Management often looks at this chaos and believes that by buying a new, ultra-expensive ERP or BI software, the data will magically merge. But data lives in different systems out of necessity: The CRM must be flexible to serve the salespeople. The ERP must be rigid to protect accounting. Trying to cram political disagreements into a technical box almost always leads to million-euro projects that no one trusts.

The solution is an agreement, not a server

You don't need a technology project. You need a structured data consolidation for decisions. In practice, this means establishing a "Contract of Truth" in three simple steps:

  1. Pick your battles: Don't try to consolidate everything. Isolate the 5 metrics that determine the company's survival (e.g., Revenue, EBITDA, Liquidity).
  2. Define the "Winner": For each of these metrics, define where the data will be drawn from. Example: "For Revenue, the ERP is absolute law. The CRM only has an advisory role."
  3. The Unbreakable Board Rule: Management decrees that any report presented at a meeting with numbers from an unapproved source is immediately rejected. The discussion stops.

When you sign this contract between your departments, you are signing a peace treaty. You ensure that at the next board meeting, you will finally discuss how to increase sales, not how to fix the Excel sheet.

Single Source of Truth (SSOT): Stop the Meeting Arguments