Twin treats Speckle Systems as part of a larger workflow, not as an isolated connector. An agent can read the relevant records, combine them with context from other tools, decide what needs to happen next, and report the finished work back to the team.
The page below shows the practical automation patterns for Speckle Systems: what the agent can monitor, which actions it can take, and how the workflow stays observable when it runs on a schedule.
Common starting points include bim model change monitoring, model data export and sync, customer support with speckle systems. Each example is designed to become a reusable agent, so teams can start from a narrow job and expand it as the process matures.
Twin is most useful when manually transferring BIM data from Speckle into docs or project trackers creates stale records and dropped follow-ups. Twin runs the transfer on a schedule so the destination is always current without anyone touching it.