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Project Management & Agile · Intermediate

Seven Patterns of AI

CPMAI classification of AI use cases into seven patterns, used to clarify data needs, approach, and success criteria.

Definition

The patterns are hyperpersonalization, recognition, conversation and human interaction, predictive analytics and decisions, patterns and anomalies, goal-driven systems, and autonomous systems. Identifying the pattern clarifies data needs, approach, and success criteria; a project may combine patterns.

Example

A fraud-detection project uses the patterns and anomalies pattern.

Exam tip

Know the seven patterns and match use cases to them.

Related terms