Give AI the busy work. You do what matters.

Community Assistant helps you integrate AI into your workflows so you can focus on the irreducible work only you can do—building trust, solving problems, creating culture.

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The Community Assistant AI Work Map

We mapped 298 jobs community managers actually do — across8 stages of the journey map and 7 community types — and classified every one: hand it to AI, keep it human, or share the work. It’s the most complete picture of what this job becomes when the busy work goes away.

298 jobs to be done · across 8 stages of the journey map · for 7 community types
StagesAttract · Onboard · Engage · Educate · Retain · Grow · Advocate · Operate
Community typesGeneral Community · B2B SaaS · Professional Learning · Associations · Developer · Cause & Advocacy · Brand & Consumer
Work Map — Stage: Retain
AgentIdentify at-risk members showing disengagement signalsRetain · B2B SaaS
HumanConduct personalized re-engagement outreachRetain · B2B SaaS
Hybrid+ 296 more jobs in the full map