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The data foundation problem: why most internal MSP AI projects fail before they start

The data foundation problem: why most internal MSP AI projects fail before they start

by David Wilkeson | Jul 7, 2026 | MSP Strategy

Your internal MSP AI automation projects don’t succeed or fail on the tool you pick. They succeed or fail on the data underneath — and few MSPs audit it first. Here’s a number worth pausing on. Heading into 2026, more than half of MSPs — roughly 53% — are...

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