Corporate Memory

Context

Designing and building the product layer of an enterprise knowledge-graph platform. The core challenge: make advanced AI and semantic data workflows understandable for domain experts who are not data engineers. At its center is an AI agent that writes the mappings from relational and other structured sources into knowledge graphs. It builds on the approach from my Database Transformation research, where people reviewing AI-drafted mappings reached 92 percent quality against 54 percent when coding by hand. Users stay in control: they review, correct, and approve what the agent proposes. Beyond the agent, I own interaction design, UI architecture, and AI integration.

Stack