01 · From manufacturing lines to dealer lots.
The showroom, rebuilt with intelligence.
We deploy applied AI across the automotive value chain — from production-floor vision systems that catch defects in-cycle, to dealer-side intelligence that turns inventory, leads, and service data into next-best actions in real time.
01 · Cycle-time reduction
28%
02 · Lead-to-close uplift
3.4×
03 · Service bay utilization
+41%
Capabilities
How we work inside automotive.
Inventory intelligence
Demand-weighted inventory models that price, route, and age stock in sync with real-market signals — not month-old reports.
Service predictive maintenance
Telematics-fed models that forecast failures before the customer experiences them, converting warranty cost into loyalty.
Dealer co-pilot
A domain-trained assistant that sits inside the CRM and DMS, surfacing the next right action on every lead, quote, and RO.
Shipping today
What we build for automotive.
Three solution categories, each a set of modules we mix and match. Pick one to see the modules inside and what they've meant for real operators.
01 · Category
Front-Office Automation
Voice, chat, and agent-assist — built for the operator.
5 modules
- Voice AI
- AI-assisted answers for human agents
- IVR — smart voice response
- Customer experience platform
02 · Category
Back-Office Automation
Warranty, F&I, reconciliations, documents.
4 modules
- Warranty claims processing
- F&I (finance & insurance) workflows
- Reconciliations & accounting automation
- Document processing & compliance
03 · Category
Data-Driven Workflows
CDP, marketing automation, retention, lifecycle.
4 modules
- Customer data platform (CDP)
- Marketing campaign automation
- Retention workflows
- Lifecycle management & re-engagement
Selected work
“A twelve-rooftop dealer group, one common brain.”
We unified CRM, DMS, and service data across twelve rooftops and shipped a co-pilot that turned cold leads into written deals with a single keystroke.
+22% gross per vehicle retailed, Q1 vs. Q3.
Thinking about AI inside your automotive 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
02
Trucking & Fleet →
Class 8, LTL, and last-mile.