Tippel.ai is an enterprise AI development studio led by Lukas Friedrich, MSc. We design and ship production-grade AI systems for engineering-driven companies — from custom PyTorch pipelines to cloud-native Kubernetes deployments. No demos, no slides — only systems that run in production.
End-to-end AI systems: custom deep learning pipelines, LLM fine-tuning with LoRA/QLoRA, RAG architectures, scalable FastAPI/React applications, and multi-cloud infrastructure. Fixed price, on time.
The right tool for the right problem. We choose MLflow over custom dashboards, open-source models over expensive APIs where they fit, and simple architectures over impressive-sounding complexity. Every decision is driven by your success metrics — not hype.
Discovery first — we map your data, constraints, and goals before writing a single line of code. You work directly with the engineer building your system via Slack and weekly demos. No offshore delegation, no junior handoffs. Clients across Germany, Switzerland, UK, and North America.