Technical Debt. All those tradeoffs and delayed changes done to meet deadlines. Who has time to even keep track though, when everything not due today was due yesterday? Let's hope it doesn't erupt as a costly emergency later.

Enter AI assistants, which can now make documentation a side-effect of the work: Trackable choices checked into GitHub. Fast and detail-oriented collation of needs from over the project's full history, quickly delivering useful work that rarely gets attention.

Let's look at how to take advantage.

Getting ready for an AI project at your business? Cool, what kind? An essential step towards AI success is to understand which usage pattern will address your business need. There are seven key patterns, summarized below.

The CPMAI framework is a methodology for success with AI projects. It helps prevent you from rushing off without a proper grounding in your business needs, data safeguards, and other key factors. A CPMAI certificate holder can guide your organization through these pitfalls to a successful delivery.

The Clear Speech iOS apps were authored by Judy Gilbert and developed by Cambridge University Press. As Press employee, I facilitated the software specification with Judy and Editorial, and oversaw the design and development process with substantial contributions to activity conceptualization and design.