Insights

Engineering perspectives and practical guides from the work of building systems and coordinating information.

Engineering AI within a software system

How application software, AI workflows and agents work together—and how to evaluate quality, reliability and operating cost.

5 articles in the library

What happens when a document is incomplete, a decision needs review or a connected system does not confirm an update?

Define the decision, compare equivalent work and include the people who review, correct and operate the result.

Prepare the documents, references and enquiry history needed for a useful investigation of an administrative discrepancy.

Define authoritative records, update rules and recovery before connecting the tools a business relies on.

Keep the objective, documents, enquiries and next actions together so that a procedure can be coordinated and handed over.

Tell us where the work slows down, which systems are involved and what you want to change.