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AI Metric

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Notes on AI in construction

Practical, no-hype writing on automation, site reporting, data and adoption.

Stop Chasing Subcontractor Quotes by Hand

Procurement on small jobs is mostly chasing. Automating enquiries, reminders and quote logging shortens the cycle and leaves a record of who was asked what.

Measure Automation in Time, Not Money

Pounds-saved claims invite argument. Hours are observable. How to measure automation in time returned per person, with a baseline set before you build.

The real cost of doing nothing about admin

A commercial manager on £70k spending 15 hours a week on automatable tasks costs roughly £26,000 a year in wasted capacity. It never shows on a line item.

The Admin Tax on Small Contractors

Small contractors pay an invisible tax in evening admin: diaries, timesheets, invoicing, chasing. Which jobs automate well, which never should, and why.