Outcompete with AI.
Tomorrow’s market leaders are firms that rapidly adopt and iterate with AI. Unacted strategy documents and abandoned demos don’t count. That’s why our engagements get to a working workflow with actual users ASAP.
Why companies choose us?
Senior engineers.
The person who scopes is the person who builds.
Full-stack delivery.
We handle the full cycle from strategy to maintenance.
Pay for results.
The invoice ships when the workflow does.
Services
AI Strategy & Roadmap
We analyse your current products and processes, and identify the workflows with the highest ROI when automated with AI. This will be done in the first week of our cooperation, or we’ll develop a phased roadmap for complex needs, to be implemented by your own team or us.
Generative AI & Agentic Systems
LLM-powered applications beyond chatbots: RAG pipelines, multi-agent workflows, embedded copilots, document intelligence, with deep experience in fine-tuning and evaluation across Claude, GPT, Gemini, and open-source models.
ML & Data Infrastructure
The full stack behind production AI: pipelines, lakes, warehouses, and governance, plus models for predictive analytics, recommendations, computer vision, NLP, forecasting, and anomaly detection. Versioned, monitored, and cloud-agnostic across AWS, Azure, GCP, and on-prem.
Full-Stack Product Engineering
The application layer that wraps the AI: modern web and mobile, robust APIs, microservices, and integrations with the systems you already run.
Trainings on AI & Agentic Engineering
Courses that bring your team up to speed on AI and AI-assisted coding, tailored to their experience level, tech stack, and use cases.
Key People
Mattias Arro
Head of AI
20+ years writing software, the last decade building end-to-end ML and AI products in production. Works fluently across the stack: model development, MLOps, full-stack web, and agentic systems. Has shipped for clients in London, Tokyo, Berlin, and Tallinn. Teaches applied AI and agentic engineering at conferences and customer sites.
LinkedIn
Duy Pham
AI & ML Engineer
Nearly two decades in software, the last ten as a data scientist and ML engineer for Berlin-based scale-ups with hard production requirements. Published four papers on machine learning, won the Best Paper Award at ICSA. Combines scientific rigour with engineering excellence.
LinkedIn