Twin treats Forgecascade 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 Forgecascade: 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 sales prospecting, lead enrichment, competitive research. 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 forgecascade workflows sometimes require API calls and sometimes require reading browser-visible pages. Twin uses the available connection method and falls back to browser steps when structured API access is limited, so the workflow doesn't break at the boundary.