ServicesAcquisitionsCase StudiesTeamBook a 30-Min Call
AI Operating Partner · Case Studies

Real deployments. Real numbers at platform scale.

Each case study shows per-location impact and what it means across a 25, 50, or 100-location portfolio — because that's the math that matters to a PE sponsor. Including deployments within founder-operated portfolio companies.

AI Platform Build

Roofer.com

PE-backed roofing platform · $21.5M raised

Drone + AI inspection platform. Enterprise parity, proprietary stack.

$150K–$300KEBITDA / location / yr View case study
AI Automation

Canopy Roof & Restoration

Owner-operated home services · roofing & restoration

$55K/yr admin replaced with AI. 24/7 coverage at $5K/yr.

$50K–$90KEBITDA / location / yr View case study
AI Automation

Multi-Brand Platform

PE-backed roll-up · multiple acquired brands

One AI agent across every system. Admin headcount eliminated platform-wide.

$80K–$200KEBITDA / location / yr View case study
Bespoke Build

Bearded Brothers Roofing

Owner-operated home services · roofing

Custom ERP live in 30 days. Zero vendor lock-in.

$26K–$50KDirect savings / location / yr View case study
Bespoke Build

Simplicity Power

Residential installation · $38M revenue · acquired by NXT Level Homes, 2025

Scheduling engine replaces guesswork with math. $12K/week in hidden labor — recovered.

~$624KAnnual EBITDA impact View case study
Workflow Automation

Simplicity Power

Residential installation · $38M revenue · acquired by NXT Level Homes, 2025

Supplier invoice verification. Expert judgment automated, offshore-executable.

$104K–$156KAnnual EBITDA impact View case study
Ops Redesign + Build

Confidential Solar Installer

Residential solar · $35M revenue · 1,600 installs/yr

Post-install visits cut in half. $1.76M/yr — plus $1.5M cash unlocked on day one.

~$1.76MAnnual EBITDA impact View case study

Portfolio figures assume an 8–10x EBITDA multiple at exit. Click any case study for the full breakdown.

Your Operation

What would your case study look like?

The intro call is 30 minutes. We'll identify your highest-ROI opportunity and tell you exactly what we'd build and what result you should expect.

Book a 30-Minute Call