Artificial Intelligence
From strategy workshops to knowledge assistants and custom integrations. I help organizations adopt AI with a clear focus on feasibility, data quality, and measurable value.
Areas of expertise
Strategy & Feasibility
Identify where AI adds value in your organization, prioritize use cases, and evaluate vendors and open-source options.
Knowledge Systems & RAG
Searchable knowledge bases from existing organizational data using retrieval-augmented generation, custom MCP servers, and API integrations.
AI-Augmented Development
Set up AI coding assistants, agents, and review workflows and integrate them into your team's existing processes.
Custom Models & Fine-tuning
Adapt open-source models to your domain via fine-tuning and distillation for cost-efficient, on-premise, or task-specific deployments.
Sample engagements
Three packages per area, differing in scope and complexity. Every engagement starts with a short discovery call at no cost.
AI Discovery Workshop
A single-day session to get started: explore opportunities, take a first look at data readiness, and sketch possible next steps.
Knowledge Assistant
A RAG assistant with your data sources, a user interface, and observability, deployable on your own infrastructure.
Custom AI Platform
Design and implementation of a domain-specific AI system, including custom models, data architecture, deployment, monitoring, and team enablement.