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AI-AGENTS5 MIN READ

Sort Tasks by Cynefin Before You Automate Them

Classify candidate AI-agent tasks by Cynefin domain to choose a fitting automation mode.

Drag each task into the Cynefin domain that best matches it. Think about how stable the cause-and-effect pattern is and what kind of response the work needs. Clear = stable rules. Complicated = expertise plus analysis. Complex = pattern emerges through probing. Chaotic = stabilize first. Clear Complicated Complex Chaotic Route standard password-reset tickets that match an approved policy tree. Prepare a vendor-risk summary from multiple systems for reviewer sign-off. Explore why a new product segment is suddenly churning with mixed signals across interviews and usage data. Handle a live service outage where facts are changing minute by minute. Generate…

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