PECB ISO-IEC-42001-Lead-Auditor Questions and Answers Guarantee you Oass the Test Easily [Q99-Q115]

PECB ISO-IEC-42001-Lead-Auditor Questions and Answers Guarantee you Oass the Test Easily

Share Latest ISO-IEC-42001-Lead-Auditor DUMP with 200 Questions and Answers

PECB ISO-IEC-42001-Lead-Auditor Exam Syllabus Topics:

NEW QUESTION # 99
What did the audit team use to assess the implementation of AI-related controls, verify compliance with established procedures, and identify any gaps in adherence to the AIMS requirements? Refer to Scenario 6

• A. Observation checklist
• B. Evidence collection analysis
• C. Evidence collection procedures
• D. Evidence collection tools

Answer: D

Explanation:
In Scenario 6, it is clearly stated:
"They also used sampling and technical verification to assess the implementation of AI-related controls, verify compliance with established procedures, and identify any gaps in adherence to the AIMS requirements." Sampling and technical verification are considered evidence collection tools used during audits. These tools enable auditors to validate the effectiveness of implemented controls by selectively reviewing samples, performing walkthroughs, and technically verifying how AI systems function in real-life scenarios.
According to ISO 19011:2018, Clause 6.5.5, audit evidence may be obtained through tools such as:
* Interviews
* Observations
* Technical testing
* Sampling
* Documentation review
This confirms that the audit team used "evidence collection tools" - specifically sampling and technical verification - to perform their assessments.
Reference:
ISO 19011:2018, Clause 6.5.5 - Audit methods and tools
ISO/IEC 42001:2023, Clause 9.2 - Collection of objective evidence
PECB ISO/IEC 42001 Lead Auditor Study Guide - Section: Evidence Collection Tools in AI Audits
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Certainly! Below are the responses to Questions 51 through 54 from Scenario 7, presented in your requested format, with verified explanations aligned with ISO/IEC 42001:2023, ISO/IEC 17021-1:2015, ISO 19011:
2018, and the PECB Lead Auditor Study Guide.
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NEW QUESTION # 100
Question:
Which of the following responsibilities belongs to the certification body?

• A. Updating the audit plan
• B. Ensuring the establishment of the audit plan
• C. Communicating the audit plan

Answer: B

Explanation:
It is thecertification body's responsibilitytoensure that an audit plan is establishedprior to the audit.
* ISO/IEC 17021-1:2015 Clause 9.2.3.1requires certification bodies to"ensure that an audit plan is established, communicated, and agreed upon."
* Updating or communicating the plan can be tasksdelegated to the audit team leader, but the accountabilityfor establishing the audit plan remains with the certification body.
Reference:ISO/IEC 17021-1:2015 Clause 9.2.3.1.

NEW QUESTION # 101
Question:
An auditor has been assigned to perform a certification audit for an organization. However, the auditor discovers that their close relative holds a key management position within the organization being audited.
What kind of threat to impartiality does this situation represent?

• A. Familiarity
• B. Self-interest
• C. Intimidation
• D. Advocacy

Answer: A

Explanation:
This situation represents aFamiliarity Threat.
* ISO/IEC 17021-1:2015 Clause 5.2.7identifiesfamiliarityas a risk when an auditor develops a relationship with a client that could impair objectivity.
* TheISO/IEC 42001 Lead Auditor Guidestates:"Familiarity threat occurs when an auditor becomes too sympathetic to the auditee's interests, due to close relationships or repeated interactions."A relative in management would heavily impair the auditor's independence.
Reference:ISO/IEC 17021-1:2015 Clause 5.2.7; ISO/IEC 42001 Lead Auditor Study Manual Section 4 ("Threats to Auditor Impartiality").

NEW QUESTION # 102
Which phase involves the collection of objective evidence through interviews, observations, and examination of documents?

• A. Preparing the audit report
• B. Audit follow-up
• C. Conducting the audit
• D. Audit planning

Answer: C

Explanation:
TheConducting the auditphase (Domain 5) is where the audit team actively collectsobjective evidence through:
* Interviewswith relevant personnel
* Observationof processes and systems
* Examination of documents and records
This aligns with the procedures described inISO 19011:2018 (Guidelines for Auditing Management Systems), which is referenced and applied in ISO/IEC 42001 auditing practices.
According to the PECB Lead Auditor Guide,Domain 5explicitly outlines this activity as themain operational phaseof the audit, aimed at evaluating conformity of the AI Management System with ISO/IEC 42001 requirements.

NEW QUESTION # 103
Which among the following core concepts of Artificial Intelligence uses artificial neural networks inspired by the human brain to process complex data like images, text, and speech?

• A. Deep Learning
• B. Computer Vision
• C. Natural Language Processing
• D. Machine Learning

Answer: A

Explanation:
Deep Learning (DL)is a subfield of Machine Learning that employsartificial neural networks,particularly multi-layered architectures, inspired by the structure and function of the human brain. DL excels at processinghigh-dimensional datasuch as:
* Images(e.g., object detection)
* Text(e.g., sentiment analysis)
* Speech(e.g., voice recognition)
While NLP and Computer Vision areapplication domains, and Machine Learning is thebroader category, Deep Learningis thecorrect specific techniqueknown for handling such complex tasks.
As per thePECB Lead Auditor Study Guide - Domain 1, Deep Learning is used whenlarge volumes of unstructured or complex dataare involved, and is referenced as the foundation of modern AI systems like voice assistants, recommendation engines, and image recognition tools.

NEW QUESTION # 104
How does the proposed EU AI Act plan to enforce AI regulations across Member States and support innovation?

• A. By mandating that each Member State create new, AI-specific regulatory bodies, disregarding existing structures
• B. By creating a centralized enforcement agency based in one Member State, responsible for overseeing AI regulation across the EU
• C. By utilizing existing regulatory structures of individual Member States, complemented by the European AI Board for consistency and coordination

Answer: C

Explanation:
The proposed EU AI Act takes a risk-based and decentralized approach to enforcement:
* It leverages existing national regulatory authorities in each Member State.
* Coordination and oversight are managed by a newly established European AI Board, which ensures consistent application of the regulation across the EU.
* This dual-layer structure supports regulatory efficiency and innovation by reducing duplication and maintaining harmony.
Option A is incorrect because the EU AI Act does not require the formation of entirely new regulators.
Option B is incorrect because the Act does not establish a single centralized agency.
Reference:
* EU AI Act (Provisional Agreement, 2023), Articles 56-63 - Enforcement structure
* European Commission Factsheet - "How the EU AI Act Will Be Enforced"
* ISO/IEC 42001:2023, Clause 4.2.3 - External context and legal/regulatory compliance
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NEW QUESTION # 105
What is the purpose of conducting an opening meeting in the audit process?

• A. To confirm the audit plan and address any issues
• B. To establish the audit criteria
• C. To perform a root cause analysis
• D. To discuss the audit findings

Answer: A

Explanation:
Theopening meetingis a critical step in the audit process where the audit team:
* Confirms the audit plan
* Clarifies thescope, objectives, and schedule
* Addresses any last-minute concerns or changes
* Establishes lines of communication and cooperation
As perISO 19011:2018 - Clause 6.4.3, the opening meeting ensures mutual understanding between the auditor(s) and the auditee, helping set expectations and reduce confusion during the audit.
Reference: ISO 19011:2018 - Clause 6.4.3 (Opening Meeting)
ISO/IEC 42001:2023 - Clause 9.2.2 (Audit implementation)
PECB Lead Auditor Guide - Domain 5: "Opening and Conducting the Audit"

NEW QUESTION # 106
Was the involvement of Ms. Rebecca Hayes, the internal auditor, necessary for the audit at ImoAI? Refer to scenario 9.
Scenario 9: ImoAl, headquartered in California. USA, provides Al solutions for various industries such as finance, healthcare, retail, and manufacturing. Its clients include major financial institutions seeking Al powered fraud detection systems, healthcare providers leveraging Al for diagnostics and patient care, retailers optimizing supply chain management with Al forecasting, and manufacturers enhancing production efficiency through Al-driven automation.
ImoAl has recently undergone a certification audit to ensure that its artificial intelligence management system AIMS is in compliance with ISO/IEC 42001. During the audit, a major nonconformity related to data security protocols was identified, requiring urgent resolution.
ImoAl swiftly initiated corrective actions to address the
major nonconformity. The audit follow-up, in agreement with the auditee, was scheduled six weeks after the initial audit. As part of exploring alternatives to audit follow-up, the audit team leader chose to verify the effectiveness of the actions taken by the auditee by scheduling a specific visit to ImoAI's premises.
The follow-up audit involved a thorough evaluation of the effectiveness of these actions. The audit team leader thoroughly examined the corrections, corrective actions, and root cause analysis conducted by ImoAl to assess whether they adequately addressed the nonconformity identified during the initial audit.
In conjunction with the external audit follow-up, ImoAl engaged its internal auditing team to oversee the progress of corrective actions. The AIMS manager of ImoAl updated Ms. Rebecca Hayes, the internal auditor, on the status of corrections and corrective actions prompted by the nonconformity identified during the external audit. Subsequently, Ms. Hayes thoroughly reviewed these measures, analyzing the corrections, root causes, and effectiveness of the implemented actions.
Upon satisfactory validation of the action plans, ImoAl was recommended for certification.

• A. No, as permission from the external auditor should have been required
• B. Yes, the internal auditor should follow up on the action plans that have been submitted
• C. No, as it falls outside the scope of the internal auditor's responsibilities

Answer: B

Explanation:
Internal auditors play a vital role in the organization's continual improvement process by following up on corrective actions and ensuring nonconformities are resolved effectively. ISO/IEC 42001:2023 Clause 9.2 (Internal Audit) and ISO 19011:2018 promote internal audits as essential tools for monitoring and validating the status of corrective actions.
Involving Ms. Hayes, the internal auditor, to review the status of corrections, root causes, and their effectiveness is both appropriate and beneficial. Her actions supported the management system's internal verification prior to the external audit team's final decision.
Reference:
ISO/IEC 42001:2023 Clause 9.2 - Internal Audit
ISO 19011:2018 Clause 5.6 - Internal audit follow-up procedures
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NEW QUESTION # 107
Jonathan received an offer from the certification body including detailed information related to the audit.
What other information should have been included in the audit offer? Refer to Scenario 5.
Scenario 5: Alterhealth is a mid-sized technology firm based in Toronto. Canada. It develops Al systems for healthcare providers, focusing on improving patient care, optimizing hospital workflows, and analyzing healthcare data for insights that can improve health outcomes.
To ensure responsible and effective use of Al in its
operations, Alterhealth has implemented an artificial intelligence management system AIMS based on ISO
/IEC 42001. After a year of having the AIMS in place, the
company decided to apply for a certification audit to obtain certification against ISO/IEC 42001.
The company contracted a certification body to conduct the audit, who assembled the audit team and appointed the audit team leader. The audit team leader had conducted a certification audit at Alterhealth in the past. The top management of Alterhealth decided to reject the appointment of this auditor because they believed that they would not receive added value from the audit. In response, the certification body appointed Jonathan, an independent auditor with no prior engagements with Alterhealth, as the new audit team leader. Jonathan's introduction marked the beginning of a collaborative process aimed at evaluating the conformity of the AIMS to ISO/IEC 42001 requirements.
The certification body determined the audit scope, which included only specific departments essential to the integration and application of Al, such as the Al Research, Machine Learning Applications, and Al Ethics and Compliance Departments, and did not cover all of the departments covered by the AIMS scope. Meanwhile, Alterhealth determined the audit time, setting the necessary time frame for planning and conducting a thorough and effective review to ensure all aspects of the AIMS within the selected departments were meticulously reviewed.
Afterward, Jonathan received a detailed offer from the certification body, outlining his role and including information related to the audit, such as the audit's duration, team members, their responsibilities, the limits to the audit engagement, and their salary compensation. With a clear mandate, Jonathan was tasked with a multitude of responsibilities: defining the audit objectives and criteria, planning the audit process, identifying and addressing audit risks, managing communication with Alterhealth, overseeing the audit team, and ensuring a smooth and conflict free execution.
With Jonathan's leadership and a well-defined audit framework in place, the certification audit proceeded with a structured and objective evaluation of Alterhealth's AIMS.

• A. Information about the guides and observers that would participate during the audit
• B. Audit scope
• C. Objectives of the stage 1 audit
• D. Audit risk register

Answer: A

Explanation:
According to ISO/IEC 17021-1:2015, the certification body must communicate relevant information about the audit to the auditee and audit team. This includes notifying the audit team of guides and observers who may be present.
The scenario already mentions that the certification body provided information on the audit's duration, responsibilities, team members, and salary - but it does not mention guides or observers, which are standard participants in audits and should be communicated.
Reference:
ISO/IEC 17021-1:2015, Clause 9.1.4 - Audit arrangements, including guides and observers ISO 19011:2018, Clause 6.4.2 - Planning for audit participants PECB ISO/IEC 42001 Lead Auditor Guide - Chapter: Pre-Audit Communication

NEW QUESTION # 108
Which control in Annex A of ISO 42001:2023 focuses on the need for stakeholder engagement in AI system development?

• A. Risk Assessment
• B. Stakeholder Consultation
• C. Data Management
• D. Continuous Improvement

Answer: B

Explanation:
Annex A - Control A.5.2.2: Stakeholder Consultationexplicitly requires organizations toconsult with relevant stakeholders(such as users, impacted communities, regulators, etc.) during the development and operation of AI systems.
This control emphasizes the importance of engaging stakeholders toidentify expectations, values, ethical concerns, and social impact risksassociated with the AI system.
Stakeholder engagement supports transparency, ethical alignment, and social acceptability of AI solutions.
Reference: ISO/IEC 42001:2023 - Annex A, Control A.5.2.2 (Stakeholder Consultation) PECB Lead Auditor Guide - Domain 2: "Governance and Control Requirements for Ethical AI"

NEW QUESTION # 109
What is one of the key objectives of conducting an audit according to ISO 19011?

• A. Issuing certificates of compliance
• B. Evaluating the effectiveness of the management system
• C. Imposing penalties on non-compliant organizations
• D. Training employees on audit techniques

Answer: B

Explanation:
Theprimary objective of an audit, as defined inISO 19011:2018 - Clause 5.1, is toevaluate the extent to which the management system conforms to planned arrangements and is effectively implemented and maintained.
Audits arenot meant to issue certificates or impose penalties- they aretools for continual improvement, helping organizations assess theperformance and effectivenessof their systems.
This aligns with the purpose of internal audits described inISO/IEC 42001:2023 - Clause 9.2, which is to verify theeffectiveness of the AIMS (Artificial Intelligence Management System).
Reference: ISO 19011:2018 - Clause 5.1 (Objectives and benefits of audits) ISO/IEC 42001:2023 - Clause 9.2.1 (Internal Audit Objectives) PECB Lead Auditor Guide - Domain 3: "Purpose and Scope of Management System Audits"

NEW QUESTION # 110
The process to assess the potential consequences for individuals or groups of individuals, or both, and societies that can result from the AI system throughout its life cycle is known as:

• A. Documentation of AI Systems
• B. None of the above
• C. AI System Risk Assessment
• D. AI System Impact Assessment

Answer: D

Explanation:
The correct term here isAI System Impact Assessment(AIIA), which is distinctly referenced inISO/IEC
42001:2023 - Clause 6.1.2as part of the organization's process to identify and assesspotential impactsof AI systems on stakeholders.
An AIIA is designed to evaluate theethical, societal, legal, and human rights implicationsof AI use. It supportstransparency, stakeholder trust, and ethical alignment.
WhileAI Risk Assessment(Clause 6.1.1) focuses more on organizational and system-level risks (e.g., technical, legal), theImpact Assessmentlooks atexternal consequences- especially forindividuals and groups.
Reference: ISO/IEC 42001:2023 - Clause 6.1.2 (AI impact identification and assessment) PECB Lead Auditor Guide - Domain 2: "Planning and Risk Assessment," Subsection: AI Impact Assessment

NEW QUESTION # 111
Scenario 2 (continued):
Empsy HR Solutions is a human resources consulting company that provides innovative HR solutions to diverse industries.Recognizing the significant impact of artificial intelligence Al in HR processes, including its ability to automate repetitive tasks, analyzevast amounts of data for insights, improve recruitment and talent management strategies, and personalize employee experiences, thecompany has initiated the implementation of an artificial intelligence management system AIMS based on ISO/IEC 42001.
Initially, the top management established an Al policy that was aligned with the company's objectives. The Al policy provided a frameworkfor defining Al objectives, a commitment to meeting relevant requirements, and a dedication to continually improve the AIMS. However, it did not refer to other organizational policies, although some were relevant to the AIMS. Afterward, the top management documented thepolicy, communicated it internally, and made it accessible to interested parties.
The top management designated specific individuals to ensure that the AIMS meets the standard's requirements. Additionally, theyensured that these individuals were responsible for overseeing the AIMS, reporting its performance to the top management, andfacilitating continual improvement. Moreover, in its awareness sessions, the company focused exclusively on ensuring that all personnel were informed about the Al policy, emphasizing their role in ensuring the effectiveness of the AIMS and the benefits of enhanced Alperformance.
The company also planned, implemented, and monitored processes to meet AIMS requirements. Additionally, it set clear criteria andimplemented controls based on them, ensuring effective operation, alignment with organizational objectives, and continual improvement.Empsy HR Solutions decided to implement strict measures to control changes to documented information within the AIMS. To ensure theintegrity and accuracy of documentation, the company adopted version control practices. Each document update was tracked using aversioning system, with clear records of what was modified, who made the changes, and when the updates occurred. Access to makechanges was restricted to authorized personnel, and any proposed modifications required approval from the designated managementteam before being implemented.
Moreover, considering past experiences where the company encountered unforeseen risks, Empsy HR Solutions established acomprehensive Al risk assessment process. This process involved identifying, analyzing, and evaluating Al risks to determine if it isnecessary to implement additional controls than those specified in Annex A. The company also referred to Annex B for guidance onimplementing controls and, ultimately, produced a Statement of Applicability SoA. The SoA contained the necessary controls, including allthe controls of Annex A and justifications for their inclusion or exclusion.
Lastly. Empsy HR Solutions decided to establish an internal audit program to ensure the AIMS conforms to both the company'srequirements and ISO/IEC 42001. It defined the audit objectives, criteria, and scope for each audit, selected auditors, and ensuredobjectivity and impartiality during the audit process. The results of the first audit were documented and reported only to the top management of the company.
Question:
Based on Scenario 2, has Empsy HR Solutions established a suitable internal audit program?

• A. Yes, the internal audit program was established in accordance with ISO/IEC 42001 requirements
• B. No, the company should outsource the internal audit function to ensure objectivity and impartiality
• C. No, results of audits should also be reported to the relevant managers
• D. Yes, provided results are communicated only to top management

Answer: C

Explanation:
ISO/IEC 42001 Clause 9.2.2 specifies thatinternal audit results should be communicated to relevant managementin addition to top management. Only informing top management is insufficient and nonconforming.
Reference:ISO/IEC 42001:2023 Clause 9.2.2 (Internal Audit Program Communication).

NEW QUESTION # 112
Question:
During an audit, the auditor employed data analytic technology to identify anomalies and unusualpatterns in the decision-making processes of an AI system used by a financial institution to approve or reject loan applications. Which data analytic technology did the auditor use?

• A. Predictive analytics
• B. Text analytics
• C. Visual analytics
• D. Data mining

Answer: D

Explanation:
The auditor usedData Mining.
* Data mininginvolves exploring large datasets to identify patterns, anomalies, or relationships.
* ISO/IEC 20546:2019 Clause 3.5defines data mining as:"The process of discovering patterns, correlations, anomalies, and associations within large datasets."
* In ISO/IEC 42001:2023, auditors are encouraged in Clause 9.2.2 to useappropriate technological tools to analyze AI system behavior, including using big data technologies for pattern recognition during audits.
Reference:ISO/IEC 20546:2019 Clause 3.5; ISO/IEC 42001:2023 Clause 9.2.2.

NEW QUESTION # 113
Question:
What does sampling error refer to in the context of the audit?

• A. The discrepancy between the auditor's findings from a selected sample and the true conditions of the entire population
• B. The auditor's bias in selecting samples that reflect personal expectations rather than random selection
• C. The systematic selection of samples from only specific parts of the population, presumed to be more compliant

Answer: A

Explanation:
Sampling erroris defined as thedifference between the findings from a selected sample and the actual full population's characteristics.
* ISO 19011:2018 Clause 6.5.5:"Sampling error is an unavoidable uncertainty in audit results arising from evaluating only part of the population."
* This differs from bias (A) or systematic exclusion (C), which are forms of samplingbias, noterror.
Reference:ISO 19011:2018 Clause 6.5.5; ISO/IEC 42001 Lead Auditor Training Module 6 ("Audit Sampling and Risk").

NEW QUESTION # 114
Which control in Annex A of ISO 42001:2023 focuses on the need for stakeholder engagement in AI system development?

• A. Risk Assessment
• B. Stakeholder Consultation
• C. Data Management
• D. Continuous Improvement

Answer: B

Explanation:
Annex A - Control A.5.2.2: Stakeholder Consultationexplicitly requires organizations toconsult with relevant stakeholders(such as users, impacted communities, regulators, etc.) during the development and operation of AI systems.
This control emphasizes the importance of engaging stakeholders toidentify expectations, values, ethical concerns, and social impact risksassociated with the AI system.
Stakeholder engagement supports transparency, ethical alignment, and social acceptability of AI solutions.

NEW QUESTION # 115
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