AI The Dashboard Said Connected. The Link Was Dead. A WAN link with one wrong digit in its gateway address, reported as Connected at one millisecond. None of the tools were broken — and that is exactly the problem. Why a green status is not evidence.
Data Quality The NAICS Problem Is a Symptom — Your Business Data Has the Same Disease A utilities client's system had wrong business classification codes on thousands of accounts. The data was entered once and never validated. This is a fixable problem — and the same pattern appears in every industry.
