Right now Sense is best for ad-hoc interactive analysis and batch/scheduled jobs. You can run long-running services that expose something like a REST endpoint,

Right now Sense is best for ad-hoc interactive analysis and batch/scheduled jobs. You can run long-running services that expose something like a REST endpoint, but we have plans to make exposing services much easier, so I'd probably hold off until we have an "official" solution.