Task Decomposition
Breaking a role into the five to ten concrete tasks that actually make up the job, stated as action verbs (answer, check, calculate, de-escalate, approve), so that AI's uneven effect on different tasks can be seen. The foundational step of building a workforce map.
Defined in 2 GAGE programs, which carry 5 distinct definitions of it. The wording above is taught in AI Governance: Applied Mastery.
How each discipline defines it
The same term does different work depending on who is using it. These are the definitions as each program teaches them, unedited.
Breaking a role into the five to ten concrete tasks that actually make up the job, stated as action verbs (answer, check, calculate, de-escalate, approve), so that AI's uneven effect on different tasks can be seen. The foundational step of building a workforce map.
Breaking a task into its dependent steps before writing a prompt; the diagnostic skill underneath all three techniques, used to count steps, separate the reasoning challenge from the format challenge, and decide whether the task can be described or only shown.
Breaking a work process into its component tasks (typically 8 to 12), each with an input, an output, and a definition of "good," so AI fit can be assessed task by task rather than job by job.
Breaking a large task into a sequence of fully specified, individually verifiable sub-tasks whose outputs feed each other; distinct from the failure mode of revealing one underspecified task slowly across turns.
The practice of breaking a job into its 6 to 12 task-clusters and rating each for AI capability and time share before judging the role's overall AI risk.
Where it is taught
The exact lessons this term appears in. The first 7 topics of every program are free with a free account.
- Integrating AI into Existing Workflows · Practical AI Workflow Design and Prompt Engineering, AI Literacy & Professional Conduct
- Chain-of-Thought Prompting Techniques · Practical AI Workflow Design and Prompt Engineering, AI Literacy & Professional Conduct
- Communicating WITH AI: Precision, Structure, and Context-Setting · Practical AI Workflow Design and Prompt Engineering, AI Literacy & Professional Conduct
- AI Impact on Jobs: Reskilling vs. Displacement · AI in the Workplace and Team Leadership, AI Literacy & Professional Conduct
- The workforce map: which roles in your organization change, which grow, and which end · The Humans: Leading People Through AI Change, AI Governance: Applied Mastery
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.