What is the wishing-well principle at PK Solutions?

With the wishing-well principle, employees submit repetitive tasks as an automation request, for example as text, a video link or a flowchart. PK Solutions builds the automation and delivers it as a one-click app that runs with a single click. PK Solutions states 48 hours from concept to production.

What are n8n workflows used for in a dealership?

n8n workflows connect the existing systems in a dealership without costly interface projects. They replace manual reconciliation and internal Excel lists with automated processes and central data storage.

What is the Autohaus Assistent by PK Solutions?

The Autohaus Assistent is an all-in-one tool suite for dealerships with PDF management, vehicle valuations, commercial calculators, customer forms and checklists in one web platform. It runs on all devices without installation and receives automatic updates.

How does a knowledge base with AI chat help with onboarding?

A knowledge base with AI chat answers questions about products, processes and FAQs directly from the stored articles, and in the employee portal for Autohaus Rapp it cites its sources. A dedicated trainee area with learning material and progress tracking supports apprenticeships.

Where has PK Solutions already deployed AI chatbots in automotive?

In Corvette Center 2.0 for Hedin Sport Car, PK Solutions runs a dealer forum with an AI chatbot that gives context-based answers from the forum data. The platform is used daily by 40 dealers across five countries.

25 August 2026, 5 min read. By Felix Kübler and Jonas Peter

AI and Automation in Car Dealerships: What Actually Works Today

AI and automation work best in a dealership exactly where Excel lists, media breaks and copy-paste still define the working day. The most effective building blocks are workflows that connect existing systems, AI assistants for customers and staff, knowledge bases with AI chat, and a process that lets employees wish for their own automations. This article shows which of these are actually running in dealerships today.

Where dealership time really goes

The biggest time sinks are rarely spectacular. They are recurring manual steps: stock, commissions and appointments maintained in internal Excel lists and reconciled by hand. Data copied out of one system and typed into another. Enquiries sitting in an inbox, callbacks on post-it notes. This is error-prone, and in the end nobody knows which version of a list is current.

There is a structural problem on top: the very employees who know the processes best have no easy way to contribute their ideas. Automation stays an IT topic instead of a team topic.

Before thinking about AI, a simple inventory pays off:

Which lists are maintained in parallel by several departments?
Where is the same data entered twice (DMS, CRM, OEM portal, Excel)?
Which questions from customers or colleagues repeat almost word for word every day?
Which knowledge lives only in people's heads, and is missing when someone is on holiday?

Four building blocks that work in daily operations

1. Workflows that connect your systems

The first step is usually not AI but automation: n8n workflows connect your existing systems without costly interface projects. A typical workflow picks up data where it originates and stores it centrally, instead of three employees maintaining three Excel files. The result is automated processes with central data storage, and the manual reconciliation disappears.

2. AI chatbots and assistants for customers and staff

AI assistants pay off where questions repeat and the answers are documented. A concrete example from production: in Corvette Center 2.0, the dealer management platform for Hedin Sport Car, PK Solutions runs a dealer forum with an AI chatbot. It delivers self-service answers based on context from the forum data, for 40 dealers across five countries who use the platform every day.

3. Knowledge bases with AI chat

For onboarding and training, the knowledge base with AI chat is the building block with the fastest noticeable effect. In the Rapp Intern employee portal for Autohaus Rapp, articles on products, processes and FAQs are organised with categories, full-text search and "helpful" feedback. The AI knowledge chat answers questions with source references, so employees can check where an answer comes from. A dedicated trainee area bundles learning material and shows progress.

4. The wishing-well principle

The fourth building block solves the structural problem described above. With the wishing-well principle, employees wish for automations, and PK Solutions delivers them as one-click apps. In the Rapp Automation Portal it works like this:

An employee submits a repetitive task to the wishing well, as text, as a video link (Loom/Tella) or as a flowchart.
The idea moves through a transparent pipeline with statuses from "New" to "Live", visible on a Kanban dashboard.
The finished automation appears in the internal app store, sorted by categories such as sales or workshop.
It runs with one click; usage statistics and time saved are recorded per automation.

The figures behind it: 48 h from concept to production and 1 click to run ready-made automations. Technically, the portal is built on an n8n integration, role-based permissions and real-time updates.

Tools for everyday work: the Autohaus Assistent

Not every time saving needs a workflow. Many everyday tasks, merging PDFs, calculating a trade-in, filling in a handover protocol, currently run through scattered online tools. The Autohaus Assistent by PK Solutions bundles these tools in one web platform:

Full PDF management suite: edit, merge, convert, annotate
Automotive-specific tools: insurance calculator, trade-in, tyre calculator, winter check
Commercial tools for B2B customers and financing
Customer forms and checklists, handover protocols, damage reports
Modern web technology: no installation, all devices, automatic updates

The Autohaus Assistent is a PK Solutions product designed for the day-to-day challenges in dealerships, from vehicle handover to customer advice. You will find an overview of all services under Services.

Data protection: short and pragmatic

Automation and AI process personal data, customer data, vehicle data, employee data. GDPR is therefore part of the concept, not an appendix. Three ground rules are enough to start:

Before every workflow, clarify which data flows where and whether a data processing agreement is required.
Prefer solutions with role-based access and audit logs, so it stays traceable who has seen what.
Avoid free online tools for customer documents: for the dealership toolbox built for Autohaus Rapp, PK Solutions relies on client-side processing in the browser with no transfer to external servers.

PK Solutions' solutions, such as the Rapp Intern employee portal, are designed to be GDPR-compliant with audit logs and secure authentication.

What to look for

Process before technology: Automate first what is clearly defined and repeatable today. Unclear processes do not become clearer through AI.
Integrate existing systems: Good solutions do not replace DMS and CRM; they connect them.
Employees as idea generators: A process like the wishing well ensures that automation comes from the team, and gets used there.
Measure time saved: Usage statistics and time saved per automation make the effect visible and help prioritise the next ideas.
Source references for AI answers: An AI chat that names its source can be verified when in doubt, important for product data and process rules.
Data protection from the start: Roles, audit trails and clean handling of customer data belong in the concept, not in the rework.

Conclusion

AI in the dealership is not a future topic but a question of the right order: connect the systems first, then hand recurring questions to assistants and knowledge bases, and involve the team through the wishing well. PK Solutions builds software exclusively for dealerships, importers and distributors, drawing on 15+ years of automotive experience and AI-supported development on modern low-code platforms. If you want to know where most hours disappear in your dealership, book a free 30-minute first call.