Research
Connected Workflows: Integrating AI With Everyday Tools
Scope AGI 2 min read
Published
Expanded
AI is most powerful when it acts on your behalf. Our research team highlights the architecture behind integrating Linse with email, calendars, and secure document storage to automate complex, multi-step professional tasks.
Connect information to the next step
Many everyday tasks cross more than one tool. Preparing for a meeting can involve a calendar, a document, and a message. Following up on work may require both the original conversation and the current state of an external service.
Our research direction is to make those relationships easier to work with from Linse. The useful unit is the task a person wants to complete, even when the information for it lives in several places.
Access should remain understandable
A connected workflow begins with the access a person has granted. The interface needs to make it clear which account or tool is connected and when that connection needs attention.
An unsuccessful connection is not the same as an unavailable tool, and an action that did not complete should not look finished. Clear states and recoverable steps matter as much as the initial connection.
Keep people in the decision
Moving from information to action raises the importance of review. A useful workflow should make its relevant context and requested decision understandable before a person proceeds.
This article sets out the direction of that work. Subsequent updates in the journal cover specific interface changes, including clearer connection states, approval outcomes, work history, and objective progress. Together they make connected work easier to inspect and follow.