AI Implementation
We build and integrate AI solutions into your existing IT landscape – including data management, security, monitoring and operations. No PoC graveyard, focus on production.
What we deliver
Model selection and training (classic ML, LLMs, computer vision), data pipelines, API integration into legacy systems, MLOps for versioning and re-training, monitoring of model quality and drift, security and privacy architecture.
Tech: Python, PyTorch/TensorFlow, OpenAI/Anthropic/Gemini, open-source LLMs (Llama, Mistral), vector databases, AWS Bedrock and SageMaker, Azure OpenAI, Swiss cloud options.
Security & governance
Data classification, access and entitlement model, audit logs, model cards, bias and robustness testing. For regulated clients (banking, insurance) including FINMA-compliant documentation.