Case Studies Case Studies
Ausgelieferte KI-Automatisierungs-Projekte für DACH-Unternehmen. Problem, Lösung, Metriken, Links zum Code. Shipped AI automation projects for DACH companies. Problem, solution, metrics, links to the code.
AI Revenue Prioritization System Embedded in HubSpot CRM
HubSpot-native AI layer that scores every contact on ICP fit, ranks the pipeline by expected revenue, and prescribes a specific next action with a written reasoning trace — all as first-class HubSpot properties, no tool switching.
AI Decision Support Platform for Enterprise Operations
Transformation portfolio platform with AI-scored initiatives, capability-maturity radar, and investment recommendations. Replaces steering-committee spreadsheets with continuous prioritization across business value, complexity, maturity, and ROI.
Enterprise AI PII Redaction System for Sensitive Documents
Self-hosted German PII redactor for SAP prod→dev copies. Plugs in after TDMS/Delphix/Informatica to cover free-text NOTES columns, unclassified Z-tables, and OCR'd attachments. DSGVO-konform, Apache 2.0, runs on a single consumer GPU.