Implementation example · Construction and Engineering
How a 21-person renovation contractor learns AI
A family-run contractor with 21 people and around 90 projects a year, from kitchen refits to commercial plumbing and electrical work. The office team handles estimates, scheduling and invoicing; field crews do the work on site.
- 21 people
- 7 roles
- Construction and Engineering

Who learns what, and what it could be worth
21 peopleThe hours saved are your estimate: change them per role. The value uses the cost of an hour below.
-
Director1 person
Learns to use Copilot in Teams and Outlook to summarize project updates and draft client communications.
$2,070 AI training for Managing Director -
Project Manager2 people
Learns to use AI-assisted daily log creation and schedule adjustments in Excel and Teams.
$4,140 AI training for Construction Project Manager -
Estimator2 people
Learns to use Copilot in Excel to pull material costs from past jobs and generate quote drafts.
$4,140 AI training for Construction Estimator -
Office Manager1 person
Learns to use automated document filing in SharePoint and email responses for common inquiries.
$2,070 AI training for Office Manager -
Finance & HR Officer1 person
Learns to use AI to cross-check invoices against contracts and draft payment reminders.
$2,070 AI training for HR Generalist -
Site Supervisor2 people
Learns to use voice-to-text in OneNote for site notes and automatic report creation.
$4,140 AI training for Construction Contractor -
Field Technician12 people
Learns to use an AI chatbot in Teams for quick access to installation manuals and safety guidelines.
$24,840 AI training for Field Service Technician
What could it be worth? Your own estimate
Change the numbers to fit your team. This is a calculation on your numbers, not a promise or a measured result.
Counted over 46 working weeks a year, from the hours per role above.
How this team would get started
- 1Upload your team list
A .csv or Excel file with names, emails and job titles. We match every job title to its job, and you check the list before anyone gets an email.
- 2Everyone gets their own 3 steps
Courses for their own job with AI Expert certificates, their AI set up in about 15 minutes, and an AI Coach with a new idea for their work every day.
- 3You follow the progress
Lessons, certificates and hours saved per person, plus a monthly team report. Never what anyone types into their AI.

Tools this team already uses: Microsoft 365 (Outlook, Excel, Teams), Exact Online, WhatsApp, Google Maps, Adobe Acrobat, Trello. The courses and AI kits work with ChatGPT, Claude and Microsoft 365 Copilot.
Rather have it done for you? Complete AI Business ↗ sets up AI for a whole team in 7 days.
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