Field Notes
Answers from the field
Short, direct answers to the questions operators actually ask - drawn from the work, not just the textbook.
How Do You Measure AI ROI?
Measure AI ROI on one line: does the marginal benefit beat the marginal cost? Then track time returned to specialists and freed capacity turned into revenue.
Field NoteHow Do You Pilot AI Before Full Deployment?
Put AI into one microprocess, run it in parallel with the human doing the same work, and measure the delta before you scale. Here's how to pilot AI properly.
Field NoteHow Do You Integrate AI Into Existing Business Workflows?
Start with trustworthy data, aim at one specific high-value decision, keep a human in the loop, and prove it before scaling. Here's how to integrate AI into workflows.
Field NoteWhat Is AI Integration?
AI integration is connecting AI to your data, systems and workflows so it augments how work gets done - not a standalone tool bolted onto the business.
Field NoteHow Do You Set Up a PMO in a Mid-Sized Company?
Start lean and measure the control gap first. In a mid-sized company a PMO should scrutinise projects, not replace them - here is how to set one up.
Field NoteHow Long Does It Take to Set Up a PMO?
Expect 30 to 90 days to stand up a functioning PMO foundation, and 6 to 18 months to reach maturity. Here is what drives the timeline.
Field NoteHow Do You Measure PMO Value and ROI?
Do not measure the return on the PMO itself. Measure the lift in the projects it manages. Here is how to measure PMO value and ROI honestly.
Field NoteWhat Does a Project Management Office Do?
A project management office oversees all your projects as one portfolio and feeds decision-ready insight to leadership. Here is what a PMO actually does.