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FIGURE 3-9: THE SEVEN-FACTOR MATCHING FRAMEWORK, GATES THEN TRADE-OFFS

What to notice: Gates prevent the adoption of a tool that is not permitted. The weights then
help choose among the alternatives that remain acceptable.

Source: Prepared by the author.

The Seven Factors and Their Weights

TABLE 3-15: A WEIGHTED SCORECARD, A TEACHING EXAMPLE

Suggested
Factor The measurement question
weight

Does it perform the required verb and meet the
Task and quality 25%
success criterion on the reference cases?

Knowledge and
20% Does it reach the right source and tie the claim to it?
sources

Does it succeed with standard Arabic, terminology,
Arabic language 15%
layout, and local cases?

Privacy and Does it comply with the data classification, the
15%
security permissions, and the retention rules?

Does it read the required files, audio, images, and
Medium 10%
tables?

Performance and What is the time to an acceptable task, its total cost,
10%
cost and the review effort?

Verification and Does it provide logs, export, an API, monitoring, and
5%
integration rollback?

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