Demonstration project.  “BlueWrench Plumbing Co.” is fictional and every number is synthetic — built by Modular Enrichment to show what a client dashboard looks like.

BlueWrench Plumbing Co. — Operations

Jobs · invoices · leads, unified from 3 messy CSV exports  ·  Data through
Date range
About this demo. Source data is three deliberately messy CSVs (1,800+ jobs, 1,700 invoices, 1,500 leads across 5 date formats, 20+ category spellings and currency-string amounts) generated for a fictional plumbing company. Our pipeline parsed, cleaned and reconciled them into the single view above. For clients we do the same against live sources (QuickBooks, Jobber, spreadsheets, CRMs) on an automatic refresh. AI agents do the heavy lifting; a human data engineer scopes and QAs every build. — Modular Enrichment