Blog
Insights on custom AI agents and enterprise automation.
AI in Telecommunications 2026: Network Operations, Customer Care and the Real Tool Landscape
A practical guide to AI in telecom: six use cases that pay back, the real vendor landscape (NVIDIA, Nokia, Ericsson, ServiceNow, Amdocs, Salesforce), a 90-day playbook, and EU AI Act and NIS2 compliance.
Henri Jung · 19 min read 
The Best AI Tools for Complaint and Returns Management: An Honest 2026 Comparison
An honest, no-hype comparison of the real AI tools for complaint and returns handling - Zendesk, Freshdesk, Tidio, ComplianceQuest, Germanedge, Loop, AfterShip and more - and the resolution-logic gap every one of them leaves behind.
Henri Jung · 32 min read 
The AI Maturity Model: The 5 Stages of Enterprise AI Adoption
A practical AI maturity model with five stages, from shadow AI on personal accounts to AI employees running whole processes. Locate your company, see the pilot-to-production jump most get stuck at, and learn what each stage requires - with the Company Brain as the foundation for output without headcount.
Henri Jung · 24 min read 
The Best AI Tools for Mechanical Design and CAD in 2026: An Honest Buyer Comparison
An honest 2026 buyer comparison of the real AI CAD and mechanical-design tools - SOLIDWORKS 2026 AURA, Creo 13 AI Assistant, Siemens NX, Zoo Design Studio, MecAgent, Autodesk Fusion, Altair Inspire, nTop, Leo AI and CoLab - grouped by the four jobs AI does in CAD, with real capabilities, pricing shapes and honest limits, showing how each keeps the drawing but not the reasoning, and where a Company Brain plus an AI employee closes the gap.
Henri Jung · 24 min read 
The Company Brain Ramp-Up Curve: How Long Until AI Actually Knows Your Business
How long before a Company Brain genuinely knows your business? An honest, decision-maker's walk through the ramp-up curve - day 1 vs. week 1 vs. month 1 vs. month 3+ - what feeds it, what speeds it up or slows it down, why it beats a bigger context window or a wiki, and why the daily feedback loop compounds into an advantage competitors cannot copy.
Henri Jung · 21 min read 
AI for Insurance Claims Processing in 2026: Use Cases and the Tool Landscape
An honest map of where AI actually clears carrier-side claims in 2026 - AI employees settle the routine, unambiguous claims (clear coverage, two parties, no fraud flags, below threshold) and route everything else to a human adjuster - plus the real tool landscape (Five Sigma, Sprout.ai, Beam AI, Druid AI, Roots Automation, Shift Technology, EIS) and the EU AI Act, BaFin and DSGVO frame.
Henri Jung · 22 min read 
What a Company Brain Remembers That Your Data Warehouse Never Will
A data warehouse stores the what - rows and metrics. A Company Brain stores the why: the reasoning, context, process know-how and judgment that a warehouse structurally cannot hold. Not anti-warehouse - the two are complementary layers, and the memory layer is the one most companies never built.
Henri Jung · 21 min read 
AI in Car Dealerships: Sales, Service Intake, and After-Sales
An honest map of where AI actually lands in a car dealership today - across sales, lead handling, service scheduling, workshop intake, and after-sales - plus the real tool landscape and why point tools that skip the DMS leave value behind.
Henri Jung · 28 min read 
Beating Quiet Quitting: How AI Employees Take the Routine Load Off Your Team
Quiet quitting in 2026 is driven by routine overload, not just pay. See how AI employees remove the repetitive work so engagement returns as a byproduct of leverage.
Henri Jung · 11 min read