Your AI Sprint Partner Is Here: Scrum Task Generation for ServiceNow Collaborative Work Management

[Lilly Souksamla]

Sprint planning should be about strategy — not busywork. Yet agile teams spend significant time doing the same thing every cycle: manually breaking down user stories into individual tasks, one by one, across every story in the backlog. It's repetitive and time-consuming.

ServiceNow's Scrum Task Generation, part Collaborative Work Management (CWM), changes that.

With a single action, Scrum Task Generation automatically generates structured scrum tasks directly from a user story — no manual breakdown required. Teams get an AI-generated execution blueprint for every story, right inside the platform where work already lives.

The value is immediate and measurable:

Faster sprints, from day one.

AI accelerates story decomposition so planning sessions are shorter and teams move into execution faster. 

Consistency across every team.

Manually created tasks vary in quality depending on who's writing them. AI-generated tasks follow standardized patterns, reducing gaps and ensuring every story is fully actionable before work begins.

Your best people focused on higher value work.

Removing low-value admin overhead means developers and scrum masters spend their time delivering outcomes — not filling in task fields.

Agile at scale, without the growing pains.

As organizations grow, maintaining consistent agile practices across dozens of teams and portfolios becomes nearly impossible manually. Scrum Task Generation makes it systematic.

More information can be found here on the ServiceNow Strategic Portfolio Management documentation site and more information on the Australia release can be found here.