Blog
Insights on custom AI agents and enterprise automation.
AI Agent Decommissioning: How to Retire a Digital Worker Before It Becomes a Zombie
A decommissioning playbook for AI agents and AI employees. Revoke credentials, terminate access, archive logs and purge memory so retired agents never become zombies.
Henri Jung · 16 min read 
When the Only Person Who Knows Is on Vacation: Solving the Coverage Gap Wikis Never Close
Vacation, sick leave and parental leave stall the routine work only one person knows. Why deputies and wikis fail, and how a Company Brain plus AI employee keeps coverage running when the only person who knows the process is away.
Henri Jung · 13 min read 
AI in the Chemical and Process Industry: Use Cases and the 2026 Tool Landscape
How chemical and process companies actually use AI in 2026 - process control and optimization, predictive maintenance, quality and the lab, EHS and shift safety, supply and demand, and capturing operator knowledge - with the real tool landscape named (Yokogawa, AspenTech, Cognite, Siemens, AVEVA, Seeq, TrendMiner) and where a Company Brain fits on top of the DCS, historian, MES, LIMS and ERP.
Henri Jung · 22 min read 
Tribal Knowledge: The Undocumented Know-How That Holds Your Company Together
Tribal knowledge is the undocumented know-how living in your employees' heads - the workarounds, exceptions, and reasons behind decisions that leave the moment a person does. Why 42 percent of what your company knows sits with one person, why wikis never capture it, and how a Company Brain turns it into a durable asset your AI employees can act on.
Henri Jung · 15 min read 
The Best AI Tools for Market Research and Customer Insights (2026)
An honest roundup of the best AI tools for market research and customer insights, split by the job each does best - naming real tools like Perplexity, AlphaSense, Similarweb, Brandwatch, Quantilope and Speak, and where an AI employee fits.
Henri Jung · 14 min read 
The Best AI Tools for Social Media Management in 2026: An Honest Buyer Comparison
An honest 2026 comparison of AI social media tools - Sprout Social, Hootsuite, Buffer, SocialBee, Agorapulse, Later - with pricing, pros and cons, and where an AI employee fits.
Henri Jung · 22 min read 
The AI Employee for Export Control and Customs Classification: More Compliant Throughput Without a Bigger Team
Export control and customs classification usually live in one or two experts' heads - HS and ECCN codes, dual-use rules, denied-party screening, licence determination - and walk out when they leave. How an AI employee, grounded in the Company Brain and connected to your ERP and email, keeps that logic, applies it to every order, flags edge cases to a human, and gives you more compliant throughput without a bigger trade-compliance team.
Henri Jung · 24 min read 
AI for Retail Chains in 2026: Inventory, Staffing and Store Ops Across Every Location
An honest 2026 guide to the real AI tools for multi-location retail chains - the inventory and demand platforms (RELEX, Blue Yonder, o9, ToolsGroup), the workforce and scheduling systems (UKG, Legion, Zebra Workcloud), the store-execution tools (Zipline, YOOBIC), pricing (Revionics), and the shelf-vision and loss-prevention layer (Simbe, Trax, Focal Systems, Everseen) - grouped by the job each does, with an at-a-glance matrix and a build-vs-buy-vs-layer verdict. Every retail tool runs one workflow; the durable win is a Company Brain that keeps how your chain actually runs after your best managers leave, plus AI employees that work the routine ordering, scheduling and store-ops admin across the POS, inventory and scheduling systems you already run, so every store holds the same standard without hiring more. Includes the staffing-crisis, EU AI Act, DSGVO and DACH angle most US-centric guides skip.
Henri Jung · 25 min read 
Return-to-Office Will Not Fix Your Knowledge Problem
Return-to-office mandates are sold as a way to restore hallway knowledge sharing, but proximity never captured institutional knowledge - it walks out the moment someone leaves, switches teams, or is off sick. Why presence solves the wrong problem, what the RTO and knowledge-loss research actually shows, and how a Company Brain plus AI employees keeps company memory that survives turnover and works wherever people sit.
Henri Jung · 26 min read