Technological Solutions
Shaping the Industry
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From custom ML models and LLM integrations to autonomous agents and MCP servers. We don't advise on AI — we build it. With 9 years of production engineering behind every deployment.
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Not sure where AI adds real value in your business? We audit your processes, data, and tech stack — then deliver a concrete AI roadmap with ROI estimates. No buzzwords, just honest assessments based on 43+ production projects.
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Custom ML models trained on your data. From classification and prediction to recommendation engines — we handle the full cycle: data preparation, model selection, training, validation, and deployment. Production-grade, not prototype-grade.
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We integrate large language models (Claude, GPT-4, open-source) into your products. RAG pipelines, fine-tuning, prompt engineering, and hallucination prevention — built for reliability, not demos.
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Autonomous AI agents that execute multi-step workflows. From customer support to internal operations — our agents use tool calling, memory, and decision logic to handle tasks that used to require human intervention.
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We build the infrastructure that makes AI work at scale. Model Context Protocol (MCP) servers, vector databases, embedding pipelines, and API layers — the backend that your AI products depend on.
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Claude Code writes. Cursor iterates. Our engineers orchestrate. We ship production-grade software with AI-augmented workflows that cut development time by 40–60% without sacrificing code quality.
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Tell us about your use case. In 30 minutes, we'll show you what's realistic, what it costs, and how fast we can deliver — concrete and no strings attached.

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Week 1
We analyze your data landscape, existing systems, and AI potential. You get a clear scope, timeline, and honest assessment of where AI adds value — and where it doesn't.
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Weeks 2–3
System architecture, model selection, and data pipeline design. We choose the right approach (fine-tuned LLM, custom ML model, or rule-based system) based on your requirements, not trends.
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Weeks 3–10
Model development, API integration, and product engineering — all AI-augmented. Our engineers focus on architecture and business logic while AI handles boilerplate and testing.
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Weeks 8–11
Model evaluation, A/B testing, security scanning, and edge case coverage. We validate accuracy, latency, and reliability before production deployment.
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From Week 10
Production deployment, monitoring, and continuous model improvement. We stay post-launch to optimize based on real-world 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
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From proof of concept to production in weeks. Tell us your use case.

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
