
Choose an AI workflow you can actually trust and repeat
Turn one recurring task into a reviewable AI workflow with a clear brief, controlled source material, and a practical pilot.
The CCM Marketer journal
Practical guides to software, AI, marketing, and a more considered way of working.

Turn one recurring task into a reviewable AI workflow with a clear brief, controlled source material, and a practical pilot.

Design clear labels, escalation rules, and a human review queue before using AI to route customer support requests.

Use clear calculation rules, invented sample rows, and independent checks to review an AI-generated spreadsheet formula.

Review software ownership, renewal terms, seat usage, and overlapping workflows before making changes to your subscriptions.

Make new requests visible, explain their effect on time and cost, and agree on changes before adding work to a client project.

Build a consistent review-request process with neutral invitations, useful replies, and feedback from real customer experiences.