Blog
Insights on custom AI agents and enterprise automation.
How to Onboard Your Team When AI Employees Join the Workflow
The hard part of deploying an AI employee is not the agent, it is the team. A practical playbook: what changes, where resistance comes from, the Betriebsrat and EU AI Act, role design, supervision, AI literacy, and a 90-day ramp.
Henri Jung · 28 min read 
Unstructured Data: The 80% of Company Knowledge Your Systems Cannot Read
An estimated 80-90% of company data is unstructured: emails, PDFs, contracts, images. Why it was a dead asset, how AI finally reads it, the GDPR and GoBD traps, and a 90-day path.
Henri Jung · 30 min read 
The Org Chart With AI Employees On It: Where Agents Sit in the Team
AI agents are joining the team. Where they sit on the org chart, who manages them, how reporting lines and accountability change, and what the German Betriebsrat and EU AI Act demand.
Henri Jung · 32 min read 
Sovereign Company Brain: Running Your Knowledge Layer on EU Soil Without Sending It to the US
Your company brain is the most sensitive system you will ever build. How to run it end to end under EU jurisdiction: leak points, CLOUD Act risk, the European stack, three topologies, and a 90-day build.
Henri Jung · 31 min read 
AI in German Staffing and Temporary Work: Matching, Disposition, and Candidate Service Platforms
A practical guide for German staffing agencies and Personaldienstleister. AI agents across the three layers where staffing work happens: matching (CV parsing, candidate-to-order ranking, bias-controlled screening), disposition (AUEG and equal-pay rule-checking, live re-planning), and the candidate service platform (instant multichannel response, onboarding, re-engagement). Ten platforms reviewed (Bullhorn, Textkernel, SmartRecruiters, HeyJobs, zvoove, Prosoft, Personio, SAP SuccessFactors, Paradox, Sense), build vs buy, the EU AI Act high-risk question, AUEG, AGG and DSGVO, and a 90-day pilot.
Henri Jung · 38 min read 
AI for Injection Moulders: Cutting Scrap, Mastering Process Parameters, and Capturing Tooling Knowledge in the Plastics Mittelstand
How German injection moulders use AI to cut scrap, hold process parameters, capture setter and tooling knowledge, and lower energy cost per good part.
Henri Jung · 28 min read 
AI for Insurance Brokers: How German Brokerages Speed Up Claims, Quote Comparison, and Policy Admin With Custom AI Agents
How German insurance brokers use AI agents to speed up claims, quote comparison and policy admin while staying compliant with IDD, GDPR and the EU AI Act.
Henri Jung · 27 min read 
What No Company Brain Really Costs: Putting a Euro Figure on Knowledge Loss in a 200-Person Business
A defensible euro model of what knowledge loss costs a 200-person Mittelstand company. Two independent methods, German labour data, and how a company brain wins it back.
Henri Jung · 29 min read 
AI in German Mechanical Engineering: Configurator, After-Sales, and Service Platforms for the Mittelstand
A practical 2026 buyer guide for German Mittelstand machine builders. Ten AI tools reviewed (Tacton, encoway, in.hub, ServiceMax, Salesforce Field Service, IFS Cloud, Aquant, SAP S/4HANA Service with Joule, CADENAS PARTsolutions, Quanos SCHEMA ST4) across the configurator-to-quote-to-service pipeline. Includes the service-margin story, EU Machinery Regulation 2023/1230, Right to Repair, EU AI Act, and a build-vs-buy framework.
Henri Jung · 35 min read