The hidden cost of copying decisions out of meetingsArticle on grisnoir.ai · Moving what’s agreed on calls into business systems by hand costs a 50-person team over £500,000 of capacity a year. How to make decisions reach the right system the same day, approved and traceable.AI found the bugs. AI stacks were the target.Article on grisnoir.ai · October 2026’s security disclosures, from PHP flaws found with frontier models to attacks on LiteLLM, OpenCode and Railway, and what to check now.
About
Getting a model to perform is a fraction of the work. Getting a system into daily operation, integrated, monitored, trusted and owned, is the job.
I’m an entrepreneur and engineer, and the founder of Gris Noir, where we find where AI can make or save a business money and then build it into the operation. Before that I spent ten years taking machine-learning systems into production, in clinical genomics and health tech. I write about workflow diagnosis, production AI and the structures needed to run it properly.
