Loom AI Labs

preview Adaptive experience

Dealership AI Experience

A customer-application preview for live vehicle discovery, grounded comparison and governed dealership enquiries through an assigned LoomAI deployment.

Dealership AI Experience showing fictional vehicle inventory, comparison controls and the LoomAI Companion dock
Preview application capture · verified 2026-09-29
Status
preview
Last verified
2026-09-29
AI Fabric
0.8.5
Data
Synthetic

Question

Hypothesis

Can a normal dealership website combine its own structured inventory and lead workflow with deployment-local AI, without routing browser traffic or customer authority through the central Platform?

What this demonstrates

  • The native customer surface consumes a dealership-owned structured inventory API and does not embed backend or runtime service credentials.
  • The Companion dock and Max Mode use the public anonymous runtime contract and expose an honest unavailable state until a deployment is assigned.
  • Backend tests verify deployment-scoped authorization plus encrypted, idempotent confirmed lead persistence.

What this does not demonstrate

  • Auto Trader connectivity, endorsement or production data access
  • A hosted LoomAI retrieval and action canary until the preview deployment is assigned
  • Production dealership adoption or commercial outcomes

Architecture and data flow

  1. 01 Synthetic source data
  2. 02 Host application policy
  3. 03 AI Fabric capability
  4. 04 Observable UI result

Guided steps

  1. 01

    Browse and filter the clearly labelled fictional dealership inventory.

  2. 02

    Select two vehicles and compare their application-owned facts.

  3. 03

    Open the Companion dock to inspect the assigned-runtime readiness state and expanded Max Mode surface.

Observable evidence

This preview publishes the visible application boundary and names the remaining hosted-runtime gate explicitly. It does not claim public source or completed production evidence.

Security and data boundary

The dealership backend owns stock, exact filters, authorization and lead persistence. Its assigned LoomAI deployment owns retrieval, conversation and action orchestration. The browser receives only public inventory data and runtime-issued anonymous chat access.

All dealership, vehicle and customer records in this preview are fictional. No Auto Trader data is used.

Known limitations

  • The hosted LoomAI deployment and retrieval/action evidence remain a release gate.
  • The preview source adapter uses fictional inventory until approved partner credentials and data rights exist.

Technologies and products used

  • Dealership-owned Spring Boot backend
  • LoomAI deployment
  • AI Fabric 0.8.5
  • Max Mode

Connect

Inspect the preview and its declared boundary.

The preview remains explicit about synthetic data and the hosted evidence still required before release.