A cheap draft can be expensive to approve. Put the expertise in before the machine writes, let deterministic checks and a critic reject what fails, and measure cost per approved article.
The expert's work is finished before the machine writes. The checks and the critic run before any person reads, and the person's decision comes last and is recorded.
Fix the crawl and index faults first, write pages that people and AI assistants can read, cover the searches your main site was never built for, and judge the work by qualified enquiries.
An assistant inside the software people already use can show where a setting lives, prepare the change and apply it after confirmation. Measure the work finished, not the messages exchanged.
Service desk tools assume one company. When one team serves several brands, the gaps show up as leaked context, missed SLAs and duplicate work. Here is how to close them, and what AI makes routine.
The walls between brands run through the portal, search and notifications. They stop at the queue, because the saving of a shared desk comes from sharing the people and the process.
A bot can answer more conversations while your agents get harder work. Measure verified resolution, safe escalation, repeat contact and the cost per resolved case before you trust the headline rate.
The blended rate counts contained conversations, where the customer stopped asking, together with verified ones. The invoice counts verified only, so the dashboard can show double the billed rate.
Assess Aigentcy with your assistant.
Copy our summary prompt or open it in your preferred service. Check the response against the sources.
