Frontier Builds · Custom Engineering

When off-the-shelf can't,
we build what can.

Some problems don't have a vendor. For groups that want to lead their market, we take on the hard builds — proprietary infrastructure, custom agent fleets, and AI that genuinely moves the needle.

Flagship builds

What it looks like to move the needle.

A few of the systems we've engineered for dealer groups who refuse to run on someone else's software — each one built, owned, and deployable.

01 · Proprietary

CarConnective™ Connected Vehicle Layer

Our direct-to-vehicle intelligence system for modern dealers — connecting live mileage, diagnostics, service alerts, ownership signals, and booking actions into one retention engine. No dongles, no guesswork. Every vehicle becomes a real-time customer opportunity.

Live vehicle data · Service alerts · Dealer retention
02 · Autonomy

Autonomous Agent Fleet

A coordinated fleet of specialized AI agents — voice, BDC, service, pricing, F&I — working every lead and every bay 24/7, escalating to your people only when it counts.

Multi-agent · 24/7
03 · Media

Connected TV Advertising

Put your inventory on the biggest screen in the house. We run programmatic Connected TV — targeting in-market shoppers by household and intent across streaming apps and smart TVs, with creative that updates to your live VINs and attribution back to the showroom.

CTV · Streaming · Programmatic
04 · Visibility

AI Search Visibility

When a shopper asks ChatGPT, Gemini, or Perplexity for a car, your store and your full inventory should be the answer. We structure and feed your entire lineup to the AI engines so every VIN is discoverable, recommendable, and shoppable where buyers now search.

AI search · Full inventory · GEO
CarConnective™ · Connected Vehicle Layer

Every car you sell becomes a customer for life.

CarConnective is our direct-to-vehicle layer — no dongles, no third-party data tax. It turns the cars already on the road into a living retention engine for your store.

01

Connected vehicles

Live mileage, diagnostics, and health signals stream straight from the vehicle — no hardware to install, no data middleman.

02

Service alerts

Maintenance due, open recalls, and fault codes trigger the right outreach to the owner at exactly the right moment.

03

One-tap booking

Owners book service into your drive in a tap — appointments land in your scheduler and keep the bays full.

04

Trade & equity signals

Mileage and ownership patterns surface who's ready to trade — your next sale, before they shop anyone else.

05

Automated campaigns

Lifecycle outreach runs itself — service, seasonal, equity, and win-back — all in your store's voice.

06

Dealer-branded ownership

Your app, your brand around the customer for the entire ownership life — not a vendor's logo, yours.

AI agent infrastructure

The stack behind every Revamply agent.

01
Multi-agent orchestration

A supervisor model plans and routes work across specialized agents, each with its own scope, tools, and policies.

02
Typed tool-use & actions

Agents read and write your DMS, CRM, and scheduler through typed, permissioned tools — real actions, not just chat.

03
Grounded retrieval (RAG)

Every response is grounded in your live data — inventory, service history, customer records, and your playbooks. Accurate, never guessed.

04
Model routing

The right model for each task — fast models for triage, frontier models for reasoning — provider-agnostic and swappable as the frontier moves.

05
Guardrails & human-in-the-loop

Policy checks and approval gates on every customer-facing action your team chooses to supervise.

06
Evals, tracing & memory

Every action is traced, scored, and continuously evaluated, with persistent customer memory across channels.

Security & compliance

Enterprise-grade, by default.

Engineered to SOC 2 standards from day one — your data isolated, encrypted in transit and at rest, access-controlled, and fully audited. Built for the realities of credit data, PII, and multi-rooftop governance.

Built to SOC 2 standards ISO 27001 practices GDPR aligned CCPA aligned AES-256 at rest TLS 1.3 in transit SSO / SAML Role-based access Full audit trail FCRA-aware handling Data isolated, never pooled
Have something hard in mind?

Tell us what doesn't exist yet. We'll build it.

Bring us the problem your current vendors can't solve. We'll scope a custom build and show you what it would take to lead your market.

Talk to an Engineer