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Data Quality

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A small business owner observing a glitching holographic CRM interface, highlighting data quality issues impacting AI.
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Data Quality: Key to Small Business CRM in 2026

By 2028, 40% of agentic AI CRM projects are predicted to fail or stall.

Noah Sinclair·June 30, 2026