Which of the following is the MOST important course of action prior to placing an in-house developed AI solution into production?

The correct answer is D. Perform testing, evaluation, validation, and verification. AAISM lifecycle governance guidance specifies that before any AI solution is moved into production, it must undergo testing, evaluation, validation, and verification to ensure accuracy, resilience, security, and compliance with standards. These steps confirm that the solution…

AI Security Assurance and Resilience

Question

Options

APerform a privacy, security, and compliance gap analysis
BDeploy a prototype of the solution
CObtain senior management sign-off
DPerform testing, evaluation, validation, and verification

How the community answered

(39 responses)

A
18% (7)
B
8% (3)
C
5% (2)
D
69% (27)

Explanation

AAISM lifecycle governance guidance specifies that before any AI solution is moved into production, it must undergo testing, evaluation, validation, and verification to ensure accuracy, resilience, security, and compliance with standards. These steps confirm that the solution performs as expected under varied conditions. Conducting gap analysis is part of compliance checks but comes earlier in design. Management sign-off provides approval but cannot substitute for assurance of technical reliability. Deploying prototypes is a testing method but not the final assurance step. The critical requirement is a complete cycle of testing, validation, and verification.

Topics

#AI pre-production readiness#AI testing and validation#AI solution deployment#AI assurance

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