Blog
Insights on custom AI agents and enterprise automation.
The Consultant Dependency Trap: When Your Best Processes Live in a Consultant's Head
Companies rent institutional knowledge from consultants, and when the engagement ends the know-how walks out the door - so they pay again. Why the knowledge leaves, why handovers fail, and how a Company Brain captures the expertise as it is created so it stays and your AI employees can run it.
Henri Jung · 13 min read 
Notion AI vs. Company Brain: Enterprise Search vs. a Company That Remembers
An honest 2026 comparison of Notion AI and the Company Brain idea. Where Notion AI wins, where a memory that acts wins, and how to choose.
Henri Jung · 18 min read 
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