Construction · AI Deployment
“AI framing: one safe use case, deployed, measured, scaled.”
— VP Operations, Construction firm, 50+ staff
Who this client is
Do you see yourself here?
This client’s identity is confidential, their reality isn’t. Size, stage, sector and daily pressure are reported faithfully. If you recognise your own day-to-day in this portrait, you’re probably in the right place.
Type
Mid-size construction firm
Size
50+ staff, field-heavy
Stage
Established, AI-curious but burned
Revenue
$12M–$20M annual revenue
The symptoms
What wasn’t working.
- 01
The team had tried three AI pilots. All died in weeks.
- 02
Site supervisors spent hours writing daily reports instead of supervising
- 03
Nobody could tell leadership what AI was actually saving
- 04
The IT team was skeptical; the field team was tired
Our approach
One use case. Measured. Owned.
Instead of chasing AI everywhere, we picked one measurable use case and built the governance around it before scaling.
- Chose daily field reports as the first use case (highest, boring repetition)
- Built an AI-assisted template a supervisor could use in 90 seconds
- Documented the data flow with IT and legal before deployment
- Measured minutes saved per report, weekly, published to leadership
The outcome
From AI hype to AI leverage
Report time per supervisor
BEFORE
45 min/day
AFTER
8 min/day
AI pilots that stuck
BEFORE
0 of 3
AFTER
1 of 1 (scaled)
Field adoption
BEFORE
Resistance
AFTER
Requests for more use cases
A case like yours?
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