AI + CX for operations-heavy industries

“adoption happens when you understand the line between friction & scale is human ”

Operations-heavy businesses don't stall on technology adoption — they stall on human-change and the line between scale & custom. The model is the easy part; the governance and the handover (seams) are where adoption fails.

What I bring

I ran operations before I sold software — a state branch, a retail store, warehousing, logistics, a full P&L.

I've been the first commercial hire five times, building the revenue motion from nothing — the customers, the pipeline, the team, the playbook — then handing it on. And I've spent five years watching where the money actually leaks: not inside any one department, but in the handover between them.

Whether its: Sales to service. Warehouse to install. Field to office. The list goes on. That's where the customer feels friction, and where loyalty is won or lost.

Boral

Fonterra

RM Williams

Brown Brothers

Debortoli

Bega

AI x CX (AX)

AI x Operations

AI x GTM

AI across the customer journey

“customer loyalty is won and lost at the handover between functions”

CX rarely breaks inside a function — it breaks at the handovers between silo’d teams.

Most tools measure; few connect.