Specialists with clear roles
Each specialist has a defined area of responsibility and the skills needed to contribute with a consistent purpose.
Product system / Envoy
Envoy gives an AI specialist a defined assignment, the skills it needs, and the relevant company context. It can handle focused work independently or contribute its expertise inside an Atelier room.
Focused AI specialists
Envoy
Why it matters
What creates friction
Important preparation and analysis can consume expert attention even when the assignment is clear and does not need a group discussion.
What changes
Envoy handles that focused contribution, keeps its assignment and output connected, and can bring the result back to a person, a workflow, or a shared room.
Inside Envoy
A file needs evidence extracted before review
A matter contains a large set of records that must be organized before a decision can be discussed.
An Envoy receives the review question, the relevant records, and a defined extraction method.
It identifies the evidence, organizes the findings, and marks points that require judgement.
The findings enter the Atelier room with their source context intact.
People and other specialists test the findings and decide what they mean for the matter.
Outcome
Expert preparation is ready when the shared discussion begins and remains connected to the decision it supports.
Connected to the platform
Continue through Skapable
Lore keeps records, documents, procedures, and prior decisions organized so people and AI specialists can use the right company knowledge in their work.