All case studies

Construction & engineering

Rowad Modern Engineering

AI-based construction management system

Measured results

  • +30%

    operational efficiency

  • −25%

    resource downtime

  • +28%

    on-time delivery

Source: Epsilon AI Success Stories & Project Highlights, Ver. 3 — 15 October 2025, page 9

The problem

No real-time visibility across sites, and scheduling that could not respond to how resources were actually moving.

What was built

A project management layer with dynamic workflows, scheduling automation and tracking dashboards. This engagement is the lineage ConstructINS was built from.

Technical approach

Automated scheduling
Resource allocation and timeline adjustment driven by site progress rather than the original plan.
Real-time dashboards
Progress and reporting surfaces for project oversight across concurrent sites.

Measurement framework

Deployment evidence is drawn from the published engagement. The delivery and measurement plans are case-specific recommendations grounded in the documented solution and results.

Evidence status
The published case study documents schedule and resource intelligence embedded in construction-management workflows, supported by reported delivery and downtime improvements.
Indicative delivery plan
Connect programme and resource data, validate the approved baseline, pilot variance alerts on selected work packages, calibrate with project controls, then extend across sites.
Recommended baseline
Recommended: the approved baseline programme, plus the prior 90-day average for resource downtime and operational throughput across the same sites or matched work packages.
Recommended measurement method
Compare planned and actual milestone performance across matched sites and packages. Record scope changes, weather and client-caused events separately, and tie each claimed recovery to a dated intervention in the project system.

Recommended items are not presented as the original study method. They should be replaced with the confirmed project methodology when the underlying records are approved for publication.

ConstructINSThe product this becameRequest a tailored case brief