- What gets captured on site, and by whom
- Which people can record against a job, what they can change afterwards, and whether the original audio, photograph or note is retained alongside what was written from it. On a contested job the original is the evidence.
- Cost allocation rules
- Which costs a workflow may post automatically and which have to be allocated by a person. A cost posted to the wrong job is quiet at the time and expensive at the valuation, which is why the demo above refuses to guess between two projects.
- Client communication Kept human
- Anything that tells a client a date, a cost or a scope has changed is drafted by the system and released by a named person. There is no threshold under which this becomes automatic.
- Health and safety records
- What the workflow may record about incidents, inspections and near misses, how long it is kept and who can see it. This is usually governed by something outside the business, and the build follows that rather than the other way round.
- Audit trail
- What was captured, when, by whom, what the system wrote from it and what a person changed afterwards. Enough that the site record can be relied on in a dispute rather than argued about.
- Escalation path
- What happens when a delivery cannot be matched, a programme dependency is missing, or a capture names something the job does not have. A workflow with no escalation path escalates to whoever notices.
What counts as working. Accepted output against your own baseline is the
proof. The baseline gets taken before the build exists, and afterwards the same work is
measured against it with the review burden counted openly, because a system that produces
plenty and has to be corrected twice has saved nothing.
How we measure AI work sets out the method.