Marshall Tech
workflows and automationaiData HygieneData QualityAI Readiness

Before you invest in AI, automation, or a new CRM, answer this: is your data clean enough to be useful? If your team maintains shadow spreadsheets, the answer is no. Fix data first, then automate.

On data quality as a prerequisite for AI

Nick Hugh

Founder & Principal Consultant, Marshall Tech

Nick Hugh, Founder & Principal Consultant at Marshall Tech

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