Blog
Insights on custom AI agents and enterprise automation.
AI Agent Security: Prompt Injection, Data Leakage, and the OWASP LLM Top 10 for the Mittelstand
Practical AI agent security guide for German SMEs. The OWASP LLM Top 10, the lethal trifecta, real 2025 incidents (EchoLeak, Cursor, GitHub Copilot), 7-layer defense in depth, EU AI Act and BSI compliance, and a 90-day hardening playbook.
Henri Jung · 38 min read 
SAP and AI Agents: The Pragmatic Path Through S/4HANA, ECC, and Business One for the Mittelstand
Practical guide for German SMEs running SAP. 7 use cases, the BAPI / OData / RFC / IDoc / CPI integration layers, Joule vs custom, the 90-day pilot, and migration-friendly architecture for ECC, S/4HANA and Business One.
Henri Jung · 34 min read 
AI in Bookkeeping: How the Mittelstand Automates Receipts, DATEV Booking, and the End of Buchhaltungs-Mondays
Practical guide for German SMEs on deploying an AI bookkeeping agent. 6 use cases (AP, expenses, bank, dunning, e-invoice, close), DATEV-first architecture, GoBD compliance, the Steuerberater conversation, and a 60-day pilot.
Henri Jung · 36 min read 
AI for Supplier Contracts: How Mittelstand Procurement Teams Automate Framework Agreements, NDAs, and DPAs
Practical guide for German SMEs on deploying AI contract agents. Covers 5 contract types (NDAs, MSAs, DPAs, SLAs, call-offs), a 90-day rollout, LkSG and GDPR compliance, and works council alignment.
Henri Jung · 34 min read 
AI Literacy for the Mittelstand: How to Implement Article 4 of the EU AI Act in Practice
Practical guide for German SMEs on implementing Article 4 of the EU AI Act. Covers the 5x3 role-based literacy framework, a 90-day rollout, Betriebsrat alignment, BNetzA audit readiness, and how to pass proportionality.
Henri Jung · 36 min read 
AI-Powered Onboarding: How New Hires Reach Full Productivity in 30 Days Instead of 90
Practical guide for German SMEs on deploying an AI onboarding agent. Covers the onboarding crisis in Germany (Gallup 2025), 6 ROI use cases, HRIS integration patterns, 90-day pilot playbook, and works council and EU AI Act compliance.
Henri Jung · 32 min read 
AI-Powered Production Planning: When APS Systems Hit Their Limits
Practical guide for mid-sized manufacturers on adding an AI planning layer over SAP PP/APO/IBP, Asprova, DELMIA, and wayRTS. 6 ROI use cases, 90-day pilot with read-only digital twin, human-in-the-loop design, and compliance playbook for works council, GDPR, and EU AI Act.
Henri Jung · 34 min read 
Your SharePoint Is a Goldmine: Turning Ten Years of Documents Into an AI Agent's Knowledge Base
Practical guide for the Mittelstand on putting an AI agent on top of SharePoint and OneDrive. Oversharing cleanup, grounded retrieval, 5 use cases, a 60-day playbook, DSGVO, EU AI Act, and Betriebsrat.
Henri Jung · 34 min read 
AI Agents on Top of Legacy: How the Mittelstand Modernises Without Ripping Out the ERP
Practical guide for German SMEs on layering AI agents over SAP ECC, AS/400, and custom ERPs. 5 integration patterns, a 90-day playbook, governance, and how the agent layer survives a future ERP migration.
Henri Jung · 36 min read