05 · From the factory to the campsite.
Complex products, simpler decisions.
RVs sit at the intersection of automotive, housing, and travel — and so does the data. We help manufacturers, dealers, and rental fleets untangle it, delivering unified customer intelligence, warranty-aware design feedback, and operations that run clean across long sales cycles.
01 · Warranty cost recovered
$6.8M
02 · Rental utilization
+28%
03 · Quote-to-close
+19%
Capabilities
How we work inside rvs.
Warranty intelligence
NLP over dealer claim narratives surfaces systemic defects weeks before the engineering team catches them in the field reports.
Rental fleet optimization
Utilization, maintenance, and pricing models tuned for seasonality, events, and regional travel patterns.
Long-cycle sales enablement
A 9-month sales cycle needs memory. We build it — so every touch point knows the customer's last floor plan preference.
Selected work
“A towable brand that found its defect before its customers did.”
We read 40,000 warranty narratives and isolated a slide-out seal defect in 11 days. The engineering team had a fix shipped before peak season.
$6.8M in avoided warranty claims.
Thinking about AI inside your rvs business?
A thirty-minute intro is how we start. No deck, no pitch — just a conversation about your data, your team, and the decision you'd most like to make better.
Next industry
06
Marine →
Recreational, commercial, and charter.