4 published notes
Things we have seen happen inside companies.
Cases, mistakes and decisions from systems that are in the field — written for people who run the operation, not for people who collect AI buzzwords.
Why material loss never shows up where you look for it
In any operation that transforms raw material there is always a gap between what should have come out and what did.

What happens to an email order when AI enters the loop
Almost every company we talk to has a version of this process: an email arrives with an order — sometimes a PDF, sometimes loose…

Accounting without copy/paste: invoices that book themselves — with approval
The pile of supplier invoices is one of the most universal processes there is: they arrive by email, as PDFs, each supplier with…
AI in hospitality: the processes that no longer need to be manual
Hospitality runs on attention to the guest — which is exactly why it hurts to watch front-desk teams copy bookings from emails in…



