The Entourage AI
HVAC Contracting

DC AIR Case Study

How DC Air identified 141.3 hours per week of automation potential worth $253K–$288K annually—with AI processing 150 PDFs and 250 invoices every day.

HVAC system installation
Commercial HVAC operations

The results.

Real numbers from production systems—not projections.

$588k/yr
Time Savings
$288k/yr
Savings Identified
95%
Automation Coverage
400docs/day
AI-Processed

The challenge.

What DC Air was dealing with before they came to us.

Paper-Heavy Operations

150+ PDFs arrived daily—work orders, compliance certificates, supplier invoices—all requiring manual data entry into multiple systems.

Invoice Backlog

250+ invoices per day were processed manually. Data entry errors delayed payments and created reconciliation headaches at month-end.

Work Order Bottleneck

Creating, assigning, and closing work orders required multiple manual steps across different tools—slowing down job completion times.

What we built.

Custom AI workflows mapped to DC Air's existing SOPs and tools.

AI Document Processor

Automated pipeline that reads 150+ PDFs daily—extracting structured data from work orders, compliance docs, and supplier invoices with 95%+ accuracy.

Invoice Automation Engine

End-to-end invoice processing that matches purchase orders, validates amounts, and pushes approved invoices to accounting—handling 250+ per day.

Work Order Lifecycle System

Automated work order creation, assignment, and closure that integrates with scheduling and invoicing—eliminating manual handoffs between systems.

Integrated with: simPROXeroGoogle DriveSlack

"We were drowning in paper. Now the AI processes more documents before 9am than our admin team used to handle in a full day."

DA
DC Air Leadership
Operations Director, DC Air

READY TO AUTOMATE REAL WORK?

Best fit: Ops-heavy teams $5M–$100M, reliability-first. Not for: DIY tinkering, hype chasing, cheapest vendor.

Roadmap-first. Outcome-owned. Built for live operations.