Technological Solutions
Shaping the Industry
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Our chatbots connect to your CRM, ERP, and databases via MCP Servers. They don't just answer questions — they create orders, update records, escalate tickets, and learn from every interaction. Enterprise-ready from day one.
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Your chatbot speaks to your systems, not just your customers. Via Model Context Protocol (MCP) servers, we connect AI assistants to CRM, ERP, databases, email, calendar — any system with an API. The result: a chatbot that doesn't just answer 'What's my order status?' but actually looks it up, in real time, from your database.
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We're not locked to one AI provider. Claude for complex reasoning and nuanced responses. GPT-4 for creative and generative tasks. Open-source models (Llama, Mistral) for cost-sensitive or on-premise deployments. We pick the model that delivers the best results for your use case — and switch when something better arrives.
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Your chatbot knows what your company knows. We build RAG (Retrieval-Augmented Generation) pipelines that ground every response in your verified data — product docs, internal wikis, support tickets, policy documents. No hallucination from general knowledge — answers come from your sources.
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Every response logged, scored, and traceable. Hallucination detection flags uncertain answers. Confidence scoring measures reliability. Quality dashboards show performance trends. You always know what your chatbot says, why it said it, and how to improve it.
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SOC II-compliant architecture. GDPR-ready. On-premise deployment available. Role-based access control, audit logging, data encryption at rest and in transit. This isn't a startup experiment — it's enterprise infrastructure.
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AI handles 80% of interactions. When a case is too complex, too sensitive, or when the customer simply wants a human — the system escalates seamlessly. Full context transfer, no repeated questions. The customer never feels the seam.
Book a free consultation
Tell us about your use case. In 30 minutes, we'll show you what's possible — concrete and no strings attached.

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Week 1
We map your systems, data sources, and user flows. You get a clear scope document, architecture sketch, and honest assessment of what AI can and can't do for your use case.
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Week 2
Conversation flows, MCP server connections, model selection, and RAG pipeline design. We choose the right tools for your requirements — not the trendiest ones.
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Weeks 3–6
Chatbot development, MCP integration, knowledge base ingestion, and prompt engineering. Our AI-augmented workflows mean faster builds without cutting corners.
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Weeks 5–7
Conversation testing, edge case coverage, hallucination checks, security scanning, and user acceptance testing. We validate before your customers see it.
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From Week 6
Production deployment with full monitoring, dashboards, and alerting. We stay post-launch to optimize based on real conversations and performance data.
Providing you with a strategic roadmap for achieving your business objectives
Helping you develop the software architecture of Software Development and create a consistent user experience
Implementing and integrating Software Development into existing infrastructure while also helping with organizational models required to facilitate transition to new integrated solutions
Providing you with a sustainable foundation to manage, maintain and utilize Software Development solutions to build & drive growth
Book a free consultation
Tell us about your use case. In 30 minutes, we'll show you what's possible, what it costs, and how fast we can deliver — book a demo and see it in action.

We provide predictive modelling using Big Data. This allows us to develop superior models with high accuracy and helps us provide the analytics services of unparalleled quality.
50.1104° N, 8.6538° E
Our clients value that we don't just know new technologies – we use them productively. From blockchain in 2017 to AI-native development in 2025.

Maximilian Schmidt, Founder & CEO, has answers for anything
50.1104° N, 8.6538° E
