A commercial general contractor tracked project costs in Excel with monthly updates. We deployed Power BI for real-time cost tracking, schedule variance monitoring, and subcontractor performance scoring across 30 projects.
A commercial general contractor tracked project costs in Excel with monthly updates. We deployed Power BI for real-time cost tracking, schedule variance monitoring, and subcontractor performance scoring across 30 projects. The organization had reached an inflection point — project cost tracking lagged reality by weeks. Field data collection was paper-based — safety inspections, punch lists, and quality reports lived in filing cabinets. Multi-site document management was fragmented across job trailers.
OSHA safety regulations, Davis-Bacon prevailing wage requirements, and bonding/insurance compliance added complexity that generalist technology vendors consistently underestimated. Previous initiatives had stalled because the technology partner didn't understand these constraints — delivering solutions that technically worked but failed compliance review or didn't fit operational workflows.
The executive sponsor set clear expectations: measurable impact within one quarter. They needed a partner with both analytics & bi expertise and construction domain knowledge — someone who could deliver quickly without creating compliance risk or workflow disruption.
We designed a phased approach optimized for speed-to-value:
Identified metrics with stakeholders. Assessed data sources and quality.
Built pipelines from source systems into semantic model. Automated refresh with error alerting.
Built Power BI dashboards with drill-down, cross-filtering, and mobile-responsive design.
Row-level security. Certified datasets. Governance policies.
Role-specific training. Self-service for power users. Monthly review cadence.
If your organization is facing a similar challenge, here's what we learned:
Construction domain expertise eliminated the learning curve. Understanding OSHA safety regulations, Davis-Bacon prevailing wage requirements, and bonding/insurance compliance and operational workflows from day one meant we delivered in 8-12 weeks — not the 6-9 months that generalist vendors typically require for construction projects.
Compliance-first design prevents costly rework. We built OSHA safety regulations, Davis-Bacon prevailing wage requirements, and bonding/insurance compliance requirements into the architecture from week 1 — not as a post-deployment audit fix. Every design decision was validated against regulatory requirements before implementation.
User adoption requires workflow-native design. Construction professionals won't change how they work to use a new tool. We designed the solution to integrate into existing workflows — the system met users where they already worked, achieving 80%+ adoption within 30 days.
Measurable outcomes sustain executive support. We defined success metrics before building anything. When the sponsor presented quantified results to leadership within one quarter, budget for the next phase was approved immediately.
Analytics & BI · Healthcare
Analytics & BI · Healthcare
Analytics & BI · Banking
We deliver analytics & bi solutions for construction organizations — typically within 8-12 weeks.
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