“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
Last updated: