Task
Fit
Not all tasks are suitable for AI. Through task fit assessment, identify the best use cases for AI value and avoid misguided investments.
Task Types
Classified by AI fit level
High Fit Tasks
Highly repetitive tasks with clear rules and sufficient data, like document classification and data extraction.
Medium Fit Tasks
Tasks with some rules but requiring judgment, like customer service replies and content moderation.
Low Fit Tasks
Tasks requiring creativity, emotional judgment, or high-risk decisions, like strategic planning.
Evaluation Criteria
Quickly determine if a task is suitable for AI
Is the task highly repetitive?
Processing many similar cases daily
Occasional, non-routine tasks
Is the error cost controllable?
Errors can be corrected by human review
Errors cause irreversible damage
Is there sufficient training data?
Large amount of labeled historical data
Data is scarce or hard to label
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