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Product updates / Smart Schedule Improvements

Smart Schedule Improvements

Product update: November 26, 2025

Author: Kate Price

We've improved our Smart Schedule functionality to give customers more confidence in the timeliness and completeness of their datastreams.

Smart Schedule already calculates the optimal fetch time based on instance performance, API limits, and dependencies. With this enhancement, we've added two powerful layers of intelligence. 

  • More Accurate Scheduling: The optimal fetch time calculation now factors in average fetch times alongside other variables. This results in a more precise first attempt schedule.
  • Built-in Resilience (Automatic Retries): Smart Schedule will now automatically retry any failed operations to ensure the data is delivered by the deadline, resolving temporary errors that may have previously required a manual refetch (e.g., a momentary API timeout).

This upgrade significantly reduces the manual oversight needed to resolve transient failures, freeing up customers to focus on data insights rather than data delivery.

Want to see how Smart Schedule ensures your data is complete and on time? Learn more now.