Let’s imagine that you are publishing a blog post on a website. You brainstorm what the topic could be, plan the key points, write the text, take photos, find images or even create a small video clip to bring it more visual appeal, play around with the layout, and finally publish it to the website. To make this all happen, you have jumped between five different tools, apps and tabs (at least!). Could similar workflow be reached without jumping between apps, but instead with AI being the assistant you need, where you need? Directly where the action happens. How might AI appearance be like for it to behave like a useful, yet non-disturbing servant in any application you want working with a task? Could such AI assistant function also between apps without manual, flow-breaking switching? Could AI interface even become the tool to work with primarily, leading into a tool-agnostic future regarding our digital lives? This project tries to create disruptive workflows with adaptable AI that can deliver, no matter where or how you work. The task might be abstract, but it lets your imagination fly through concepting approaches not thought before. Join if you want to try your hand defining how AI becomes a seamless difference-maker for knowledge workers’ future.