Product update
Alli Generative Workflows adds a Testing Suite that pinpoints and explains failed steps
Teams run a single task, see errors as they happen, and ask Ask Alli what went wrong, without leaving the workflow builder.

FORT WORTH, Texas, Sept. 3, 2026: Alli Generative Workflows, the AI workflow automation in Alli, PMG's operating system for business transformation, now includes a Testing Suite. Teams that run recurring reports and QA checks can run a single task, see errors as they happen, and ask Ask Alli why a step failed, all in the workflow builder.
Debugging a workflow used to mean rerunning the entire pipeline to test one change. Now a team runs just the task that failed, sees the error live, and gets an explanation from Ask Alli in the builder, so a recurring report or QA check is back on schedule sooner.
What teams get
- Task-by-task runs. Run one step on its own, without rerunning everything before it.
- Errors as they happen. See what a task returned and where it stopped, in the builder.
- Ask Alli in the builder. Ask why a task failed and get an explanation in plain language.
PMG built Alli for its own teams, and more than 1,000 people run on it every day. Generative Workflows runs the routine work behind it, from the Monday report to the scheduled QA check, and the Testing Suite keeps those routines on time.
See Alli Generative Workflows run your recurring work.
Book an introAbout Alli by PMG
Alli is PMG's operating system for business transformation. It connects data, intelligence, planning, and activation so teams move from signal to action faster. Alli is available to PMG clients. Learn more at alli.pmg.com.
About PMG
PMG is a global independent marketing and technology company, founded in 2010. It built Alli, its operating system for business transformation, and runs it with its own teams every day. Learn more at pmg.com.
Media contact
Nathan Barling
nathan.barling@pmg.com
SOURCE Alli by PMG

