Automotive

Harness

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Leads en ventas

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Formula showing an LLM plus the MotorK Automotive Harness equals dealer AI for leads, stock and appointments

Definition

Por qué

Acelera la captación y gestión de clientes para hacer crecer tu negocio a largo plazo.

Context

×

LLM

×

Distribution

The LLM is available to everyone. Context and distribution are the two parts a business builds and owns.

Por qué

Context

The Company Brain. One shared memory of the stock, the customers and everything they have done with the dealership, kept live and available to every agent.

Context

The Company Brain. One shared memory of the stock, the customers and everything they have done with the dealership, kept live and available to every agent.

Context

The Company Brain. One shared memory of the stock, the customers and everything they have done with the dealership, kept live and available to every agent.

Discover the Company Brain

Distribution

MCP and AI agents carry that context to every channel, from the website to WhatsApp and the phone, and turn it into actions: a reply, a booked appointment, an updated lead.

Distribution

MCP and AI agents carry that context to every channel, from the website to WhatsApp and the phone, and turn it into actions: a reply, a booked appointment, an updated lead.

Distribution

MCP and AI agents carry that context to every channel, from the website to WhatsApp and the phone, and turn it into actions: a reply, a booked appointment, an updated lead.

Orchestration

Connected products work as one workflow, from the first signal to the outcome, so a process runs end to end without manual hand-offs.

Orchestration

Connected products work as one workflow, from the first signal to the outcome, so a process runs end to end without manual hand-offs.

Orchestration

Connected products work as one workflow, from the first signal to the outcome, so a process runs end to end without manual hand-offs.

Lo que obtienes

1. Context

The harness reads stock, CRM, workshop and web behaviour as one picture.

1. Context

The harness reads stock, CRM, workshop and web behaviour as one picture.

2. Decision

It chooses the next move for that customer.

2. Decision

It chooses the next move for that customer.

3. Action

It executes on the channel the customer already uses.

3. Action

It executes on the channel the customer already uses.

4. Memory

It writes the result back, so the next decision starts from what just happened.

4. Memory

It writes the result back, so the next decision starts from what just happened.

Lo que obtienes

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

Apoyo a todo

Apoyo a todo

Aumenta tu eficiencia en todos los niveles

Aumenta tu eficiencia en todos los niveles

€ 227.220

-10%

€ 204.500

Carrocería

Salón

Estado

Nuevo

Año del Modelo

2018

Combustible

Gasolina

Añadir a la lista de deseos

AgentSparK

AgentSparK

De los datos

De los datos

LeadSparK convierte fácilmente la información en decisiones inteligentes

LeadSparK convierte fácilmente la información en decisiones inteligentes

Orchestration

LeadSparK

LeadSparK

Gestiona tareas y leads sin esfuerzo desde cualquier lugar

Gestiona tareas y leads sin esfuerzo desde cualquier lugar

Orchestration

Lo que obtienes

MotorK brings both layers together on the SparK Platform.

Company Brain

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

Discover the Company Brain

Automotive Harness

The technology around the AI model that puts this context to work: agents, connections and orchestration.

Lo que obtienes

Since 2010

Software for automotive retail

30+

OEM clients

Almost 200

Use cases mapped, and more to come

FAQ

Preguntas

Preguntas

Frecuentes

Frecuentes

¿Tienes preguntas? Nuestra sección de Preguntas Frecuentes te ofrece respuestas rápidas a las preguntas más comunes.

Conéctate sin esfuerzo con tus herramientas favoritas. Ya sea tu CRM o plataforma de email marketing.

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.

Habla

Habla

Esto es solo una pequeña parte de LeadSparK: si quieres más información sobre sus funcionalidades únicas, solicita una demo personalizada gratuita con uno de nuestros expertos

Si quieres más información sobre nuestras funcionalidades únicas, solicita una demo personalizada gratuita con uno de nuestros expertos