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AI Development
AI development is a development service from Provimedia GmbH for custom AI agents, RAG systems and LLM integrations.
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We develop custom AI agents, RAG systems, chatbots and LLM integrations for your company.
AI Development: Why Provimedia is the right partner
What sets us apart in AI Development.

Custom AI Models
We train and fine-tune models to match your exact business processes and data.

Intelligent Chatbots
AI assistants that advise your customers, resolve tickets and qualify leads.

RAG Systems
Retrieval-augmented generation for precise answers drawn from your own documents.

Autonomous Agents
AI agents that independently handle complex tasks and automate workflows.

API Integrations
Seamless integration of OpenAI, Anthropic and local LLMs into your existing infrastructure.

Data Protection & Compliance
Privacy-focused solutions with optional self-hosting for maximum data security.
All images in this overview are AI-generated illustrations.AI transparency
AI Development: What we don't do
AI development at Provimedia is NOT simply connecting a standard chatbot to ChatGPT. Unlike pure prompt-engineering providers, we deliver complete code, our own vector stores, tool-calling architectures and monitoring. We are also not a pure AI consultancy — we run every project in production with DevOps and SLAs.
AI Development: How we work
Our proven approach to AI Development projects.
- 1
Analysis
We analyse your business processes and identify AI potential.
- 2
Concept
Architecture, model selection and prototype design for your use case.
- 3
Development
Iterative development with continuous feedback and testing.
- 4
Training
Fine-tuning and optimisation with your real data.
- 5
Launch
Deployment, monitoring and ongoing improvement in production.
- 1
Analysis
We analyse your business processes and identify AI potential.
- 2
Concept
Architecture, model selection and prototype design for your use case.
- 3
Development
Iterative development with continuous feedback and testing.
- 4
Training
Fine-tuning and optimisation with your real data.
- 5
Launch
Deployment, monitoring and ongoing improvement in production.
AI Development: Technologies we use
Imagine your best employees were available around the clock, never got tired, never made careless mistakes, and could access your company's entire knowledge base in seconds. That is exactly what AI agents make possible – and we build them for you.
What AI agents mean for your business
AI agents are not simple chatbots. They are autonomous digital employees that solve complex tasks independently, make decisions, and integrate seamlessly into your existing systems. The result: your experts focus on what really matters – while the AI takes care of the rest.
AI Agents & Intelligent Chatbots
Our AI agents don't just understand questions – they think along with you. Thanks to multi-step reasoning, they resolve complex requests that require multiple information sources and process steps. Whether customer advice, internal support, or data analysis: your AI becomes your team's reliable right hand.
- Context-aware conversations that feel natural
- Multi-step reasoning for complex problem-solving
- Tool use: the AI can independently access external APIs, databases and systems
- Seamless handover to human staff whenever needed
RAG Systems: Your Company Knowledge, Instantly Available
Retrieval Augmented Generation (RAG) makes your entire company knowledge accessible to the AI – with significantly fewer hallucinations. Documents, manuals, emails, databases: everything is indexed and made available to the AI as a verified knowledge source. Every answer is source-based and traceable.
- Automatic indexing of all company documents
- Source references with every answer for full transparency
- Real-time updates whenever new documents are added
- Privacy-friendly processing, on German servers on request
LLM Integration into Existing Systems
You don't need to rebuild everything. We integrate the latest language models – GPT-4, Claude, Llama – directly into your existing software landscape. CRM, ERP, ticketing system, intranet: wherever AI creates added value, we make it available.
Workflow Automation with AI-Driven Decisions
Repetitive processes cost your team valuable hours. Our AI-powered workflows recognise patterns, make intelligent decisions, and automate processes that previously required manual effort – from email classification to automated quote generation.
Our Development Process
Every AI project we deliver follows a proven process that minimises risk and leads to results quickly:
- Discovery Workshop – We understand your processes, identify AI potential and define the biggest lever
- Rapid Prototyping – A working prototype your team can test is ready within a few days
- Iterative Development – Based on feedback, we develop the solution step by step to production readiness
- Deployment & Monitoring – Go-live with automatic monitoring, alerting and continuous improvement
With Website AI Agent, we have deployed over 500 AI chatbots that have processed more than one million messages. With LearnCast AI, we have proven that AI can revolutionise learning. We put this know-how into every client project.
Technologies We Use
- OpenAI GPT-4 & GPT-4o – For top-tier language quality and reasoning
- Anthropic Claude – For especially safe and controllable AI applications
- LangChain & LlamaIndex – Frameworks for complex AI pipelines
- Pinecone & Weaviate – Vector databases for semantic search
- Python, FastAPI, Laravel – Robust backend technologies
- ElevenLabs & Whisper – Speech AI for audio applications
Why Provimedia for AI Development?
We are not AI consultants who present PowerPoints. We are developers who build AI products and run them ourselves. Website AI Agent and LearnCast AI are living proof that we don't just talk about AI, we bring it into the world. With a deep understanding of RAG systems, embeddings, vector databases and LLM orchestration, we are your partner for AI projects that don't just impress – they deliver real business impact.
Sounds interesting?
Let's find out in a free call how we can bring your project to life.
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All images in this overview are AI-generated illustrations.AI transparency
AI Development in your region
We support companies across the whole of Baden-Wuerttemberg and beyond.
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Read moreAll images in this overview are AI-generated illustrations.AI transparency
More services
Discover our full range of services.

SaaS Development

Web Design

SEO Services

Portal Development

Google Ads Management

GEO & AI Visibility

ChatGPT Ads & OpenAI Advertising Management

Code Audit & Code Quality
All images in this overview are AI-generated illustrations.AI transparency
AI Development: Frequently asked questions
Answers to the most important questions about AI Development.
Which AI models does Provimedia use?
In the Provimedia workflow: We work with all leading LLM providers, including OpenAI (GPT-4), Anthropic (Claude), Google (Gemini) and open-source models such as LLaMA and Mistral. The choice of model depends on the specific requirements, whether that's data protection, cost, speed or the quality of results.
What is an AI agent and what can it be used for?
At Provimedia: An AI agent is an autonomous system that independently completes tasks based on language models. It can research information, analyze data, write emails, call APIs and automate complex workflows. Typical use cases include customer service, data processing, content creation and process automation.
What is a RAG system?
From Provimedia's practice: RAG stands for Retrieval Augmented Generation. It connects a language model to your own company data, so it can provide precise answers based on current, internal information. This helps you avoid hallucinations and get relevant, factually accurate results.
How long does it take to develop an AI solution?
Provimedia experience: The timeline depends heavily on the scope. A simple chatbot can be implemented within 2-4 weeks. More complex AI agents with RAG integration and connections to existing systems typically take 6-12 weeks. We often start with a proof of concept to quickly validate feasibility.
What about data protection with AI solutions?
Provimedia's answer: Data protection is our highest priority. We can implement AI solutions in compliance with the GDPR, whether through the use of local open-source models, European cloud providers, or technical measures such as data anonymization. During the consultation, we determine which solution best suits your data protection requirements.
