CRM, Copilot, & the Critical Role of Clean Data | Forvis Mazars US

AI in your CRM isn't going to save you if your data is a disaster.

Forvis Mazars put out a piece on Microsoft Dynamics 365 and Copilot — their core point is that AI tools only deliver real productivity gains when the underlying CRM data is clean and consistent. Garbage in, garbage out. Copilot can draft follow-up emails and summarize accounts, but it's pulling from whatever your team actually entered. If that's incomplete contacts, duplicate records, and notes from 2021, the AI just speeds up the chaos.

Here's what that means if you're running ops or marketing at a mid-market company: you've probably watched your team work around your CRM for years — copy-pasting into spreadsheets, keeping the "real" notes somewhere else, skipping fields nobody uses. That's not a discipline problem. That's a CRM that wasn't built for how your business actually works. Layering AI on top of that doesn't fix the foundation.

Every vendor is pitching AI right now. Before you buy into it, the honest question is whether your team trusts your CRM enough to actually put good data into it — because that's the only thing that makes any of this work.

#CRM #SalesOps #AIInBusiness #DataQuality #MidMarket

Original Source

Strong customer relationship management data and incremental AI adoption with Copilot can drive real productivity gains in Dynamics 365 CE.