Playbook
Autonomous Commerce Operations
A Practitioner's Guide to AI-Powered Operations
AI is moving into the core of commerce operations. The question is no longer whether to adopt it, but how to make it actually work across suppliers, orders, fulfilment, and the systems connecting them.
This playbook is built for operators doing that work.
What’s Inside
78% of enterprise organisations have AI agent pilots running. Only 14% have reached production scale.
This playbook covers why that gap exists and how to close it, organised around every layer of your commerce operation.
- 01
Suppliers
How AI is compressing onboarding from weeks to hours and reducing manual coordination across your supplier network.
- 02
Orders
How agents are routing, validating, and acting on orders without a human in the loop on every transaction.
- 03
Fulfillment
Where autonomous execution is already working and what infrastructure it requires.
- 04
Data
Why data quality is the actual blocker for most operations and what it takes to fix it.
- 05
Maturity Framework
A five-level diagnostic to benchmark where your organisation sits today and what the next transition requires.

Locate your organization on the maturity curve.
- The five-level maturity curve, self-scored.
- What separates Level 2 from Level 3.
- The data foundation agents actually need.
- The org redesign Level 3 requires.
- A 90-day plan to deploy your first use case.

