Projekte 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.
▶︎ 1:09 live console demo inside
Production Self-Hosted Voice AI Platform For Data-Residency-Sensitive Teams
GPU-backed self-hosted voice AI on Dograh: local STT, LLM, TTS in EU infra or client VPC. Measured warm latencies, structured outcome writeback.
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.
▶︎ 1:43 live console demo inside
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.
From pilot to production
Running an AI pilot that is not production-ready yet? That is exactly what I do: audit, fixed-price scope, delivery in 2–6 weeks. That includes the part a pilot never shows: state that survives between runs and stays auditable, approvals where ownership is required, and a way back when a decision turns out wrong.