What is the AI Canvas?

What is the AI Canvas?

• A. A structured way to define a predictive task: prediction, judgement, action, outcome metrics, training data, input data, and feedback loop.
• B. A diagram that maps customer journeys.
• C. A framework for evaluating market risk.
• D. A tool for budgeting AI project costs.

Answer: (A)

The AI Canvas is a planning framework that helps teams design an AI system by clearly mapping the predictive task and the surrounding workflow. It focuses on what the system will predict, what decisions or judgments accompany those predictions, what actions will be taken as a result, how success is measured with outcome metrics, what data are used to train the model, what data the model uses at run time, and how a feedback loop keeps improving the system. This combination ensures you’ve thought through data availability, governance, evaluation, and maintenance from the start, which is exactly what the AI Canvas captures. The other options describe tools for user journeys, market risk, or budgeting—useful in their own right but not the end-to-end framing of an AI task in the way the AI Canvas does.

The AI Canvas is a planning framework that helps teams design an AI system by clearly mapping the predictive task and the surrounding workflow. It focuses on what the system will predict, what decisions or judgments accompany those predictions, what actions will be taken as a result, how success is measured with outcome metrics, what data are used to train the model, what data the model uses at run time, and how a feedback loop keeps improving the system. This combination ensures you’ve thought through data availability, governance, evaluation, and maintenance from the start, which is exactly what the AI Canvas captures. The other options describe tools for user journeys, market risk, or budgeting—useful in their own right but not the end-to-end framing of an AI task in the way the AI Canvas does.