Ready to free your organization?
Whether recurring tasks that slow your team down or AI potential that remains untapped – I make the next step concrete. A real conversation at eye level – free of charge and non-binding.
Automation & AI
Your processes run. Your team decides.
Repetitive tasks drain time, create errors, and demotivate good employees. At the same time, the potential of modern AI technology goes untapped in many organizations – because getting started seems complex. I build solutions that combine both: reliable automation and targeted AI deployment, tailored to your processes, your systems, and your data protection requirements.
No vendor lock-in.
Python · Node.js · LangChain · Hugging Face · Ollama · SAP BPM · REST & GraphQL · Open-source first
Where AI makes the difference.
Classify documents, make knowledge accessible, prepare decisions data-driven, understand language.
What runs daily, runs automatically.
ERP, CRM, DMS – I connect your systems and eliminate manual handoffs. Reliable, maintainable, documented.
Understand the process first.
No clear picture of what should be automated yet? Process consulting is the right first step.
Service areas at a glance
AI Integration
Open-source AI models operated locally, privacy-compliant, and without dependency on external cloud services – directly integrated into your processes.
Process Automation
Data flows, systems communicate, workflows run reliably – even without human intervention. From ERP to DMS.
Technical Approach
Python, Node.js, and open-source AI without vendor lock-in. Full transparency, privacy by design, and long-term operability.
AI Integration – Intelligence Where It Makes a Difference
Modern AI is not an end in itself. Deployed in the right places, it changes what organizations can accomplish – without requiring an enterprise budget.
I integrate open-source AI models directly into your processes: operated locally, privacy-compliant, without dependency on external cloud services. This is particularly relevant for government agencies, banks, and companies with sensitive data.
Typical use cases
Document analysis & classification
AI reads, understands, and categorizes documents (applications, invoices, contracts) without manual review.
Information extraction
Derive structured data from unstructured sources: PDFs, emails, forms.
Decision support
AI-driven evaluations as the basis for approvals, prioritizations, or risk assessments.
Internal knowledge assistants
AI systems that access your documents, policies, and knowledge bases to answer employee questions accurately.
Language processing & text generation
Automated summaries, translations, or response suggestions in customer interactions.
Process Automation – What Runs Daily, Runs Automatically
AI alone is not enough – it needs a stable process logic as a foundation. My automation solutions ensure that data flows, systems communicate, and workflows function reliably – even without human intervention.
Typical applications
Data processing & reporting
Automatic consolidation, preparation, and distribution of data from various sources.
System integration
Connecting ERP, CRM, DMS, and other systems without manual handoffs.
Workflows & approval processes
Digital mapping of approval and escalation processes.
Document processing
Extraction, classification, and routing of documents.
My Technical Approach
I work with modern, proven technologies – without unnecessary dependencies on proprietary platforms:
Python – for data processing, AI integration, scripting, and backend logic
JavaScript / Node.js – for API development, web integration, and event-driven automation
Open-source AI – local or self-hosted models (incl. Ollama, LangChain, Hugging Face) for full data control
BPM tools – including from the SAP ecosystem and open-source alternatives for managing complex workflows
How a Project Works
Who Benefits Most from Automation & AI
SMEs that need to achieve a lot with small teams and require scalability without headcount growth
Municipalities and government agencies looking to reduce administrative burden while complying with data protection and budget constraints
Banks and financial institutions that need to automate rule-based processes in an auditable way and deploy AI in a privacy-compliant manner
Executives who see AI not as hype, but as a concrete tool for real efficiency gains
Frequently asked questions
Yes. I rely on local or self-hosted open-source models (e.g., Ollama, Hugging Face). Your data does not leave your own infrastructure – particularly important for government agencies, banks, and companies with sensitive data.
That's the most common starting point. Together we analyze your processes and identify areas with the greatest potential. Process consulting is the right first step.
Yes. I have extensive experience with SAP AI Core, SAP BTP, and integration into existing Fiori landscapes and business processes.
Nothing. In a free initial consultation, we discuss your use case and I tell you directly what is technically feasible – no standard pitch.
Ready to Free Your Organization?
You know which tasks slow your team down daily – but the step toward automation and AI feels complex? I make it concrete. In a free initial consultation, we discuss your use case.
Schedule a free consultation
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