In construction and property, the biggest avoidable costs often sit in unclear documentation: RFIs, variations, progress reporting, and inconsistent site notes. AI can't manage a site - but it can help your team produce clearer, more consistent documentation faster, so decisions happen sooner and disputes reduce.
Convert snag lists into grouped actions by trade/priority.
BAM Nuttall worked with the Health and Safety Executive (HSE) using A/I/ML to identify safety patterns and predict health and safety inspection outcomes - helping teams focus attention on sites most likely to score poorly and address issues before they lead to injury.
In the published executive briefing, the project also surfaced practical, data-led insights - for example, for one injury type analysed, fractures were reported as three times more likely among employees who has been in-role 6-12 months, and some injury patterns varied strongly by season.
Why This Matters for SMEs: Better documentation + structured site reporting + consistent templates gives AI something reliable to work with - helping reduce disputes, speed up RFIs/variations, and tighten H&S reporting.
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Context: Construction site daily reporting for a Greater Manchester project.
Goal: Produce a daily report draft.
Source: Use the attached template and information document only.
Expectations: Sections: Progress, Issues, Actions (including owner and date), H&S notes, Tomorrow's plan (optimised by issues raised). No invented details.
Context: We need to raise an RFI clearly to avoid delays.
Goal: Draft an RFI.
Source: Use only the context below.
Expectations: Include: context, questions, impact, proposed options (if any), response date.
Context: Scope has changed and we need a written variation.
Goal: Draft a variation request.
Source: Use only the change details below and attached original scope document.
Expectations: Scope change, cost/time impact (if provided), assumptions, evidence needed, next steps.
Context: Snagging needs to be organised by trade and priority.
Goal: Create a grouped action plan.
Source: Use only the snag list below.
Expectations: Group by trade, then priority. Include owner and due date placeholders.
Context: Client is anxious; we need a calm update.
Goal: Draft a clear progress email.
Source: Use only facts below.
Expectations: Calm tone. Include what's done, what's next, what's blocking, next update time.
Context: Turn notes into a simple toolbox talk.
Goal: Create a toolbox talk summary.
Source: Use only the audio recording file attached.
Expectations: Plain English, 1 page, includes hazards, controls and required PPE. No invesnions. Remove any non-relevant conversation.
Context: Site coordination meeting follow-up.
Goal: Produce action list.
Source: Use only meeting notes below.
Expectations: Actions with owners/dates + blockers + decisions needed.
Context: We need to track responsibilities and deadlines based on the contract.
Goal: Extract responsibilities.
Source: Use only the contract attached and excerpt notes below.
Expectations: Checklist: responsibility, part, due date, evidence required. If missing, mark "unknown".
Context: Standardise reporting across projects.
Goal: Create a reusable template.
Source: Use only our reporting requirements attached.
Expectations: Headings to include prompts under each heading. Simple and consistent.
Context: Support H&S review with a risk scan.
Goal: List risks and mitigations.
Source: Use only RAMS notes below.
Expectations: Table: Risk, Mitigation, Responsible for Checks. Do not invent compliance text.
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