Sep 3, 2026
Why AI Won't Save a Business That Can't Trust Its Data
Every MD we speak to is being asked what the business is doing about AI. Our answer is usually nothing yet. AI multiplies whatever it is pointed at, and in most 30-person firms that is a CRM nobody has trusted for years.
We watched a distributor switch on HubSpot's AI lead scoring. Within a fortnight it was ranking contacts who had left their companies two years earlier above genuine buyers, because nobody had closed the old records and live deals sat in a stage no one used properly.
The sales team went back to their gut inside a month. The tool did what it was built to do. It read the data it was given. Automation gives you the same outcomes faster, at scale, and nobody notices.
If your pipeline stages mean different things to different reps, an AI summary of that pipeline is fiction with a confident voice. The firms getting value from these tools had already done the dull work: one definition of a qualified lead, stages that reflect what happened, and someone who owns the rules. Everything else is a demo.
