The projects are won at the tender.
The margin is won — or lost —
in the delivery.
Construction businesses manage some of the most complex operational environments of any sector: multiple projects, hundreds of subcontractors, constantly moving schedules, and margins that can move in either direction by events that were — with the right AI — entirely predictable.
$1.1m
Loss recovery on 3 projects
–28%
Reactive maintenance spend
$460
Margin increase per managed unit
90 days
Time to first risk identification
Mid-size construction contractor ($18m turnover). AI cost forecasting deployed across active project portfolio.
Where the margin is.
Project cost forecasting
AI analysis of project cost trajectories against budget, with early warning of overrun risk before it becomes unrecoverable. The margin is protected before it disappears.
$1.1m loss recovery in 90 days
Schedule & resource optimisation
AI modelling of project schedules against subcontractor availability, materials lead times, and risk factors. Earlier visibility of delay risk before it hits the programme.
Delays identified weeks earlier
Estimation intelligence
AI on historical project data to improve tender accuracy. Fewer loss-making contracts won. Better pricing on the projects you should win.
More accurate tenders, fewer losses
Document & compliance
Automated monitoring of contracts, health & safety compliance, planning conditions, and regulatory submissions across the full project portfolio.
Compliance maintained at scale
Property management AI
For real estate services businesses: predictive maintenance on managed assets, tenant intelligence, and lease optimisation across large portfolios.
–28% reactive maintenance spend
A construction contractor. $18m turnover. Three projects with hidden margin risk. 90 days to find them.
The business was running nine concurrent projects. Three were quietly overrunning — cost trajectories diverging from budget in ways the monthly reporting cycle was not catching fast enough to act on.
We deployed AI cost forecasting across the project portfolio. The system tracks cost-to-complete in real time against the agreed budget, flags divergence as it emerges, and models the financial impact of different corrective responses.
Three projects were flagged in the first 90 days — all still at a stage where corrective action was possible. Estimated loss recovery: $1.1m. On an $18m turnover base, that is a margin movement of over 6 percentage points.
Projects at risk
3 (unidentified)
3 (corrected)
Detection time
Month-end report
Real-time
Loss recovery
—
$1.1m
Margin impact
Baseline
+6pp (est.)
AI-improved construction & real estate businesses are attracting premium valuations.
Construction and real estate businesses with a services income component (management, maintenance, consulting) and demonstrable project delivery margins are listable on Euronext Growth and NASDAQ Dubai, particularly where there is a real estate platform play. We Are Colony has structured listings for construction and real estate businesses.
What we look for
Revenue of $15m+ with a project or managed services operation
Active project portfolio where AI can improve cost visibility and margin protection
A management team with ambition for scale beyond current pipeline
Services income or recurring revenue as part of the revenue mix
Talk to us about your construction or real estate business.
We'll tell you honestly whether we think we can help — and what that would look like.