How does fulfilment continue after launch?

After launch, the system can add new Q&A, update images, refine categories, adjust answers, add internal knowledge and review what people are asking.

A Digital Twin should not sit still. It should become more useful as the business learns what customers and staff actually need. The fulfilment process is practical: collect the facts, structure the public layer, publish the outputs and keep improving the business context over time. In other words, the goal is to give the client a controlled first AI layer instead of leaving the whole topic vague and undefined.