Blog
Insights on custom AI agents and enterprise automation.
The Routine-Work Tax: Why Your Best People Spend Half Their Day Below Their Pay Grade
You pay expert salaries but receive clerical output when skilled people spend half their day on data entry, status chasing and copying between systems. This piece names that hidden tax, models its euro cost, shows why copilots and point tools cannot remove it, and gives a practical pay-down playbook built on leverage, not headcount.
Henri Jung · 38 min read 
The Best AI Customer Data Platforms (CDP) in 2026: An Honest Buyer Comparison
An honest 2026 comparison of the AI customer data platforms that matter - Segment (Twilio), Amplitude, Adobe Real-Time CDP, Salesforce Data Cloud, Hightouch, Tealium, mParticle and RudderStack, plus generic ChatGPT and Claude as a baseline - with real capabilities and pricing reality. Every CDP unifies and activates customer data, but none keeps how your company actually interprets a customer - the segment definitions, what counts as a qualified account, the exception and suppression rules - nor runs the last mile end to end across your real systems. The durable win is a Company Brain that keeps your customer-data logic when the marketing-ops or data owner leaves, plus an AI employee that maintains segments, hygiene and activation across CRM, email, the CDP and the warehouse. Includes the DSGVO, EU AI Act Article 50 and US CLOUD Act realities most CDP comparisons skip.
Henri Jung · 35 min read 
Your Company's Best Thinking Is Trapped in Personal ChatGPT Accounts
Nearly half of enterprise AI now runs through employees' personal ChatGPT accounts, so the reasoning, drafts and hard-won prompts they produce every day never become company knowledge - they evaporate at logout and leave with the person, while creating DSGVO and EU AI Act exposure. This thought-leadership piece uses verified 2026 data (LayerX 47% of AI conversations on personal identities, Cyberhaven 39.7% of interactions with sensitive data, IBM's $670k shadow-AI breach cost, Panopto knowledge-loss figures) to model the euro cost of the leak, explains why wikis and SharePoint cannot fix it, and shows how a Company Brain that survives turnover plus AI employees acting across email, Teams, SharePoint, CRM and ERP keep the thinking inside the company. Distinct from the shadow-ai-governance article: this is about knowledge loss, not governance risk. Includes a 90-day playbook and a decision framework.
Henri Jung · 34 min read 
The Best AI Tools for Compliance and Audit Management: An Honest 2026 Buyer Comparison
An honest 2026 comparison of AI compliance and audit tools - Vanta, Drata, Secureframe, Sprinto, AuditBoard/Optro, ServiceNow GRC, OneTrust, LogicGate and Hyperproof, plus generic ChatGPT and Microsoft Copilot - with real capabilities and pricing tiers. Every tool tracks controls and stores evidence but none keeps how your company actually assesses compliance - control rationale, exception decisions and past-audit reasoning - nor runs the routine evidence collection end to end across your real systems. The durable win is a Company Brain that keeps that reasoning when the compliance owner leaves, plus an AI employee that runs the routine evidence and questionnaire work across cloud, identity, HR, ticketing and email. Includes the ISO/IEC 42001, EU AI Act and DSGVO realities most comparisons skip.
Henri Jung · 35 min read 
Process Debt: The Hidden Tax of Undocumented Workarounds
Process debt is the accumulated cost of every undocumented workaround, tribal shortcut and off-book exception - it compounds silently and comes due catastrophically the day the one person who understood the shortcut leaves. Why static wikis, SharePoint and SOPs never pay it down (they capture the idealised outcome, not the reasoning and exception-handling), and how a Company Brain that survives turnover pays it down structurally, with AI employees able to run the concentrated person's routine work across email, Teams, SharePoint, CRM and ERP. Borrows Ward Cunningham's technical-debt metaphor and applies it to process, with verified 2026 data (Panopto knowledge-loss research, Gallup turnover cost, McKinsey tech-debt, Gartner agentic-AI), a euro model of process-debt exposure and a practical pay-down playbook.
Henri Jung · 33 min read 
The Best AI Tools for Supply Chain Planning and S&OP: An Honest 2026 Buyer Comparison
An honest 2026 comparison of the AI supply chain planning and S&OP tools that matter - SAP IBP, Blue Yonder, o9, Kinaxis, ToolsGroup, Flowlity and John Galt, plus ChatGPT and Claude as a baseline - with real capabilities and pricing reality. Every suite forecasts and optimises, but none keeps how your planners actually decide - the driver assumptions, override reasoning and exception rules - nor runs the S&OP cycle end to end across your ERP. The durable win is a Company Brain that keeps your planning logic when the demand or supply planner leaves, plus an AI employee that owns the routine S&OP cycle across ERP, email and the planning tool. Includes the EU AI Act Article 50 transparency line, DSGVO and CLOUD Act realities most comparisons skip.
Henri Jung · 35 min read 
The Bus Factor: When One Person Leaving Stalls the Whole Company
The bus factor is the minimum number of people who would have to disappear before a critical process stalls - and for most teams it is uncomfortably close to one. Why static wikis, SharePoint and handover docs never lower it (they capture outcomes, not the reasoning and exception-handling), and how a Company Brain that survives turnover raises the bus factor structurally, with AI employees able to run the concentrated person's routine work across email, Teams, SharePoint, CRM and ERP. Includes verified 2026 data (Deloitte's knowledge exodus, the GitHub truck-factor study, key-person-risk surveys), a euro model of key-person exposure, and a practical playbook to raise the bus factor.
Henri Jung · 33 min read 
The AI Adoption Gap: Why 85% of Your People Can Use AI and Only 25% Do
Why 85% of employees have AI access but only 25% use it, what unused seats really cost, and how to close the gap by inverting it - with a Company Brain and AI employees that make adoption a default of the workflow, not a habit each person has to remember. Includes verified 2026 data (IBM CEO study, Microsoft Copilot usage), a euro model of wasted licenses, and a practical playbook.
Henri Jung · 34 min read 
The Best AI Tools for Learning and Development and Corporate Training: An Honest 2026 Buyer Comparison
An honest 2026 comparison of AI learning and development tools - Docebo, Sana, 360Learning, Cornerstone, Absorb LMS, Disprz, plus Skillsoft, Coursera for Business, Synthesia and generic ChatGPT and Copilot - with real capabilities and pricing tiers. Every LMS and L&D tool authors and delivers training content, but none keeps how your company actually does the work, so training decays and gets re-learned each time a person leaves. The durable win is a Company Brain that keeps process know-how current and surviving turnover, plus an AI employee that keeps training material current and answers how do we do this here in the flow of work - more capability without more L&D headcount. Includes the EU AI Act Article 4 AI-literacy duty, the Article 50 transparency line and the DSGVO realities most comparisons skip.
Henri Jung · 35 min read