Automotive
Harness
Verwandeln Sie Ihre
Leads in Verkäufe

Definition
Warum
Optimieren Sie für einen langfristigen Erfolg sowohl die Erfassung, als auch die Verwaltung Ihrer Leads
Context
×
LLM
×
Distribution
The LLM is available to everyone. Context and distribution are the two parts a business builds and owns.
Was Sie mit
Was Sie mit
Most disappointing AI projects in this industry share three causes, and the model is rarely one of them. The automotive harness addresses each one.
Fragmented systems
The harness connects AI to the DMS, CRM and inventory data it needs, through the SparK Platform.
Poor data
Agents work from one unified source of stock and customer data, updated continuously.
Missing domain knowledge
Processes already know what a hot lead, a qualified trade-in or an available vehicle means for a dealer.
WebSparK Ultra
€ 227.220
-10 %
€ 204.500

Karosserie
Sportwagen
Zustand
New
Modelljahr
2018
Kraftstoff
Benzin
Auf die Wunschliste setzen
AgentSparK
AgentSparK
Orchestration
Orchestration
Was Sie mit
MotorK brings both layers together on the SparK Platform.

Company Brain
The context and data layer: one memory of stock, customers and their history.

Automotive Harness
The technology around the AI model that puts this context to work: agents, connections and orchestration.
Was Sie mit
Since 2010
Software for automotive retail
30+
OEM clients
Almost 200
Use cases mapped, and more to come
FAQ
What is an AI harness?
An AI harness is the technology around a large language model that guides it to the right answer and the right action. It supplies the context the model reads, the tools it uses, the processes it follows and the rules it respects.
What is the difference between an AI harness and a company brain?
The company brain is the context and data layer: one shared memory of stock, customers and their history. The AI harness is the technology around the model that puts this context to work: agents, connections and orchestration.
Can dealers keep the AI tools they already use?
Yes. WebSparK Ultra includes an MCP server that connects any MCP-compatible AI client, such as Claude, Gemini, ChatGPT or Cursor. A skill file from MotorK teaches the client how WebSparK works.
Why does automotive retail need its own AI harness?
Generic AI often struggles in dealerships for three reasons: fragmented systems, poor data and missing domain knowledge. An automotive harness connects the model to dealer data and processes, so it handles leads, stock and trade-ins the way a dealer does.