AI for Services Platforms
Replace coordination labor, not field crews.
AI agents that handle dispatch, scheduling, and AR for PE-owned services businesses. Deploy in weeks. Measurable EBITDA impact from day one.
10,400+
Underserved portcos
1-2 wks
Deployment time
38-62
FTEs replaceable
72-84%
Gross margin
The Insight
Trucks stay human. The dispatcher doesn't have to.
Services businesses run on three tiers of labor: field crews who do the work, coordination staff who route and schedule, and collectors who chase payments. The field requires human judgment and trust. The back office runs on rules and data.
We start with coordination because it's the highest-margin headcount you can automate without touching the customer relationship.
What We Build
Six agents, sequenced by EBITDA proximity
Dispatcher
Route optimization and real-time scheduling
Scheduler
Appointment booking and calendar management
AR Collector
Automated receivables and payment follow-up
Estimator
Job scoping and quote generation
Recruiter
Field crew sourcing and screening
Trainer
Onboarding and compliance tracking
Why Now
Three forces converging
Models got good enough
GPT-4 class reasoning handles the edge cases that broke previous automation attempts.
PE needs the margin
Dry powder at record highs, but multiples compressed. Operational alpha is the only lever left.
Labor shortage is structural
Coordination roles are hard to fill and harder to retain. Automation is often the only option.
Ready to see what's possible?
We work with PE firms and their portfolio companies. If you have services businesses doing $10M+ revenue, let's talk.
founders@radiuslabs.ai