AI INTEGRATION & AUTOMATION
Tailored for growing organizations. I deploy real world AI applications that give you complete control through integrated monitoring and transparent workflows.
ABOUT ME
I am Karl Goering, an AI developer specializing in Python, LangChain, and LlamaIndex. During my time at Skillbyte GmbH I was centrally involved in the conception and technical implementation of AI systems now running in production with real teams. I do not build prototypes — I build systems with clear architecture, transparent logic, and long-term maintainability.
Use Cases
Every company has a unique data landscape and distinct process logic. That is why I do not build generic software, but rather custom solutions for your specific use case. You receive a system that integrates seamlessly into your existing infrastructure, delivers measurable results, and is genuinely adopted by your teams in their daily work.
The intelligent search for productive teams. This system answers complex questions based on your internal documents and links directly to the relevant sources. Perfect for onboarding, technical documentation, or internal policies. I customize the data connection, role concept, and search logic to fit your exact corporate structure. The result: reduced search time and significantly fewer repetitive questions.
Less search time, faster decisions, fewer inquiries
The smart assistant for your customer service. It generates well-founded answer suggestions, handles initial ticket classification, and automatically documents knowledge from resolved cases. I integrate the solution directly into your existing ticket system and adapt escalation rules and tone of voice to your standards. This increases processing speed and ensures consistent high quality.
Shorter processing times, consistent quality, relieved seniors
The reliable assistant for policies and internal regulations. Inquiries regarding standards are answered precisely and with exact source references, including complete versioning and comprehensive audit trails. This relieves your specialized departments and makes every decision audit-proof. I implement all approval processes and documentation requirements strictly according to your guidelines.
Less risk, fewer inquiries, better audit preparation
Custom agents for your recurring workflows. These systems autonomously extract information, prepare decisions, and securely write back results. I always implement automations with clear boundaries, necessary approval loops, and complete logging. Every workflow is precisely tailored to your existing systems and responsibilities.
Fewer manual steps, higher throughput, clear governance
Process
The starting point is always your specific use case. From there, I develop a custom architecture that perfectly integrates your data structures and tools. My approach guarantees fast, visible initial results without ever compromising on data security or long-term maintainability.
In the first step, we jointly define your goals, target audience, and relevant data sources. Based on this, I develop a comprehensive concept for permissions and quality criteria. You receive a clear project plan for the pilot with a realistic timeline and transparent risk assessment.
I develop a fully functional pilot using your real data and essential integrations. The focus is on strict access control and the highest answer quality. This practical test shows us under real conditions which processes already work perfectly and where we have the greatest leverage for optimization.
Now I transition the solution into stable and secure production operations. I implement comprehensive monitoring, automatic alerts, and detailed quality measurements. This makes ongoing operations absolutely predictable and ensures the high quality of your results remains permanently measurable and protected.
After a successful go-live, I continuously develop your system further. I integrate new data sources, refine workflows, and strengthen security policies. Upon request, I take over the complete ongoing support to reliably secure your business value in the long term.
RAG ARCHITECTURE
Retrieval Augmented Generation only works in a business environment through absolute control and transparency. I design the architecture so that all your data sources are connected strictly according to your authorization concepts. Every generated answer is backed by the corresponding internal sources. This builds real trust among users.
Maximum control. I install and configure the entire software environment directly on your own hardware or in your local data center. Your data never leaves your premises.
The perfect balance of flexibility and security. I build the solution within your own cloud environment. Strict network boundaries and deep integration into your existing identity management to guarantee maximum security.
The fastest way to launch your project. I take over the complete hosting and secure operation of the application in certified German data centers. Everything runs strictly according to GDPR regulations.
Contact
Briefly describe your planned use case. I will get back to you within 24 hours with an initial assessment.
Karl Goering
Your Direct Contact
