{"id":1317,"date":"2026-01-27T17:00:29","date_gmt":"2026-01-27T22:00:29","guid":{"rendered":"https:\/\/brukdconsultancy.com\/blog\/?p=1317"},"modified":"2026-01-27T17:05:31","modified_gmt":"2026-01-27T22:05:31","slug":"data-debt-audit","status":"publish","type":"post","link":"https:\/\/brukdconsultancy.com\/blog\/2026\/01\/27\/data-debt-audit\/","title":{"rendered":"The \u201cData Debt\u201d Audit: Debt\u2026 what now?"},"content":{"rendered":"

The \u201cData Debt\u201d Audit: Debt\u2026 what now?<\/strong><\/p>\n

Ever feel like running your business is 10% strategy and 90% chasing spreadsheets?
\nThat\u2019s not poor management. That\u2019s Data Debt<\/strong>.<\/p>\n

Most small and mid-sized businesses don\u2019t realize they\u2019re carrying it. It shows up when someone overrides the \u201cfinal\u201d Excel file, when sales and finance numbers don\u2019t match, or when three people need five days to prepare a single monthly summary.<\/p>\n

Then someone suggests, \u201cLet\u2019s add AI.\u201d
\nBut AI doesn\u2019t fix messy data. It simply accelerates the mess.<\/p>\n

What Is Data Debt?<\/strong>
\nData Debt accumulates when teams focus on getting work done instead of getting it structured correctly. It\u2019s the hidden cost of years spent relying on spreadsheets, email attachments, and manual processes.<\/p>\n

That approach can work for a while. As the business grows, systems drift out of sync, reports stop aligning, and teams spend more time validating numbers than using them to make decisions.<\/p>\n

From my work building analytics and AI solutions for SMBs, one pattern shows up consistently. Building the model is now the easy part.<\/strong> Modern tools make that fast. The real effort and risk sit in understanding the data, cleaning it, structuring it, and ensuring it flows reliably through the business. That\u2019s where most time and budget are actually consumed.<\/p>\n

Track 1: Fix the Engine Before You Drive<\/strong>
\nBefore dashboards or AI, you need a solid foundation.<\/p>\n