
Garbage In, Garbage Out: How CRM Data Quality Sabotages AI Marketing
Every AI marketing tool promises smarter personalisation and sharper segmentation, and every one of them is only as good as the record it’s reading from.

Every AI marketing tool promises smarter personalisation and sharper segmentation, and every one of them is only as good as the record it’s reading from.

A four-person marketing team we spoke with was asked to match the pipeline of a competitor five times its size. Their first move, like most
A CRM manager at a mid-market SaaS company opens her weekly reporting dashboard and notices something odd. Open rates for the newsletter have climbed steadily
