Construction / restoration, Canada, 200+ projects
Like most contractors at scale, the firm ran on a stack of systems that never talked: finance, projects, compliance, fleet, equipment. Each held part of the truth, none held all of it. Managers learned about cost overruns at closeout, when nothing could be done.
We are building one cloud data warehouse that joins every system into a single source of truth, with role-based dashboards built to answer decisions. On top, AI makes the operation proactive through cost estimation, forecasting, vendor and material matching, and early-warning alerts.
Manual reporting and reconciliation targeted to fall from 30 to 50 hours a week to a few, roughly 90% less admin.
Directional
Cost overruns surfaced weeks earlier instead of at closeout.
Directional
Headroom to run about 2x the project volume with no added admin hire.
Directional
Cloud data warehouse with automated ETL, an ML cost-estimation and forecasting engine, AI vendor/material matching with confidence scoring, proactive alerting workflows, and a RAG knowledge assistant.
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