We measure everything except what costs us the most

Updated on March 2, 2026

2 Minute Read

We measure everything except what costs us the most

Your finance team tracks every consulting hour. Your operations team monitors machine downtime to the minute. Your IT department reports on system uptime with three decimal places.

But nobody measures the cost of decisions made on incomplete data.

I keep seeing the same pattern:

  • A CFO approves a cost-cutting initiative based on regional performance reports that don’t account for seasonal patterns.
  • A COO optimizes a supply chain using data that excludes 30% of vendor invoices because they’re stuck in a separate system.
  • An IT Director green-lights a cloud migration based on utilization metrics that measure storage, not actual workload patterns.

None of these are tracked as data quality failures. They’re just “business decisions that didn’t work out.”

Here’s the uncomfortable math:

If your executive team makes 200 strategic decisions per year, and even 10% are based on incomplete or delayed data, what’s the aggregate cost of those 20 decisions?

Not the cost of the BI system. The cost of the wrong calls made because reliable data wasn’t available when it mattered.

The companies that solve this do three things differently:

  1. Track decision delays, not just data delays

Document when strategic decisions get postponed because data isn’t ready. Monthly planning meetings pushed back. Vendor negotiations stalled. Board presentations delayed for “final numbers.” These delays have compounding costs that never appear in BI project reports.

  1. Audit data lag on your top 10 decisions

Pick the 10 most consequential decisions your leadership makes quarterly. For each one, measure the gap between when they need the data and when they get reliable numbers.

  1. Prioritize BI by decision value, not system uptime

Ask: “Which decisions drive the most margin or risk?” Then work backward to the data that powers them.

What changes:

Most finance leaders can tell you the ROI of their ERP system within 5 minutes. Almost none can quantify the cost of decisions made while waiting for accurate data.

The teams getting traction with this approach stop optimizing operations and start optimizing decisions. That’s where the real margin lives.

Worth considering: What’s the last strategic decision your leadership made on incomplete data, and what did that delay actually cost?

Feliks Golenko

Author

Feliks Golenko

Feliks Golenko founded MultiBase with over 35 years of experience leading Business Intelligence transformations and more than 1,500 BI projects completed. He has witnessed BI’s evolution from early data warehousing through cloud platforms to today’s AI-native systems.

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