We build AI that works in production.

Award-winning team helping companies implement AI that delivers measurable results. From RAG pipelines to autonomous agents. Based in Switzerland, built for reliability.

Trusted by innovative companies and organisations

15+

AI systems in production

3 weeks

Average time to first deploy

Swiss

Your data stays in Switzerland

40–70%

Cost reduction on existing AI systems

Services - What we build.

We take AI from concept to production. Strategy when you need direction, engineering when you need results.

RAG & Knowledge Systems. Document search that actually works. We build retrieval pipelines with hybrid search, reranking, and query routing so your team can find answers in seconds instead of hours.
Custom AI Agents. Autonomous systems that handle multi-step workflows: claims processing, data enrichment, document analysis. Deterministic where possible, AI where it adds value.
AI Strategy & Assessment. Not sure where AI fits? We audit your processes, identify the highest ROI opportunities, and build a realistic roadmap. Sometimes the answer is: not here.
LLM Integration. Connect large language models to your existing systems. From chat interfaces to automated pipelines, we handle the engineering that turns API calls into production systems.
Full-Stack Development. Web and mobile applications with AI built in from day one. Not bolted on as an afterthought, but architected as a core capability.

Use cases - AI solutions for every business function.

We deploy AI where it creates the most impact — automating workflows, enhancing decision-making, and unlocking new capabilities across your organization.

AI Sales & Support Agents. Autonomous agents that qualify leads, answer customer queries 24/7, and escalate complex cases — reducing response time and operational costs.
Intelligent Document Processing. Extract, classify, and summarize information from contracts, invoices, and reports using custom NLP and vision models.
Workflow Automation. End-to-end automation of repetitive business processes using AI orchestration, integrating with your existing tools and systems.
Predictive Analytics. Forecast demand, detect anomalies, and optimize operations with machine learning models trained on your data.
RAG & Knowledge Systems. Build internal knowledge bases powered by retrieval-augmented generation, giving your team instant access to company expertise.
Computer Vision. Quality inspection, object detection, and image classification solutions for manufacturing, retail, and healthcare.

Swiss precision, global reach

Data protection & compliance

Built on Swiss values of privacy and security. Our solutions are designed for GDPR, nFADP/nDSG, and industry-specific compliance from day one.

Enterprise-grade security

Secure architecture for sensitive industries — finance, healthcare, and government. Your data stays protected with Swiss hosting options available.

Multilingual team

We work in English, German, French, and more — serving clients across Switzerland and internationally with the same level of precision and care.

Case studies

Discover how our AI and engineering teams have delivered intelligent solutions for companies of all sizes across industries.

A European Research University

AI Research Platform with ETL, RAG, and Natural Language Data Access

We built a platform that ingests data from 15+ sources into a unified database, then lets researchers chat with their data using RAG and MCP-powered tools.

A Swiss Software Company

AI-Powered Development: Setting Up Teams from Engineers to Business Users

We configured AI coding tools for a 30-person engineering team and built a separate AI-assisted environment for business users to contribute to internal tools.

A Swiss Car Insurance Provider

Agentic Claims Processing: Deterministic First, AI Second

An intelligent claims system that validates, enriches, and evaluates car insurance claims automatically. 70% of claims resolved without human review.

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Insights - What we learn building AI.

Practical lessons from real projects. Engineering depth, business clarity.

Building an AI Research Platform: ETL, RAG, and a Chatbot That Actually Knows Your Data

How we built a research data platform that ingests data from APIs, CSVs, and public databases into a unified schema, then lets researchers chat with it using RAG and MCP.

How to Write Tools That AI Agents Can Actually Use

Most AI agent projects fail because of bad tool definitions, not bad models. Here is how to write API descriptions that agents understand and use correctly.

How We Built an Agentic Claims System: Deterministic First, AI Second

An AI system for car insurance claims that validates, enriches, and evaluates. The key insight: deterministic checks must run before the LLM ever sees the claim.

View all insights

Computers are incredibly fast, accurate, and stupid. Human beings are incredibly slow, inaccurate, and brilliant. Together they are powerful beyond imagination.

Leo Cherne

Tell us about your project

Contact

Location
Switzerland
Working
Remote & On-site