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Google Generative AI Leader Bundle

Exam Code: Generative AI Leader

Exam Name Generative AI Leader

Certification Provider: Google

Corresponding Certification: Generative AI Leader

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Google Generative AI Leader Practice Test 36

Question 350

The business case is: A configured agent receives broad finance write privileges for a public-document research task. Which TWO options together provide a suitable intervention and an independent acceptance check? (Select TWO.)

  1. A document-specific evaluation checks cited passages, source scope and whether missing documents are disclosed.
  2. Recognize Gems as customizable guided assistants suited to repeatable user instructions, without treating prompt personalization as independent enterprise authorization.
  3. Select Gemini Enterprise when knowledge workers need permission-aware cross-source enterprise search, grounded answers or supported agent workflows.
  4. Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.
  5. An end-to-end agent trace shows approved data lookup, action preview, reviewer consent and auditable completion.

Explanation

Correct Answers

D:

The intervention for the stated situation A configured agent receives broad finance write privileges for a public-document research task is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions. It directly mitigates: Conflating search assistance with independent transaction authority can cause unapproved purchases or record changes.

E:

A separate outcome check for the situation A configured agent receives broad finance write privileges for a public-document research task is: An end-to-end agent trace shows approved data lookup, action preview, reviewer consent and auditable completion. It measures the effect of the selected intervention rather than relying on the existence of a proposal.

Incorrect Answers

A:

This choice addresses notebooklm and focused source-based research; its main associated risk is: A focused notebook with missing sources can appear authoritative even when it cannot see newer or restricted enterprise information. However, the situation A configured agent receives broad finance write privileges for a public-document research task is primarily about gemini enterprise custom agents and approvals. The targeted decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.

B:

This choice addresses gems and reusable tailored assistance; its main associated risk is: A tailored assistant may encourage consistent replies but cannot by itself enforce permission checks on sensitive systems. However, the situation A configured agent receives broad finance write privileges for a public-document research task is primarily about gemini enterprise custom agents and approvals. The targeted decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.

C:

This choice addresses gemini enterprise enterprise search and agents; its main associated risk is: Deploying company-wide AI search without source ACL reconciliation can expose private business information. However, the situation A configured agent receives broad finance write privileges for a public-document research task is primarily about gemini enterprise custom agents and approvals. The targeted decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.

Question 351

A business team evaluating generative AI encounters this situation: A product sponsor requires an audit log for every external action performed by an enterprise assistant. It must choose a solution that is useful, secure, properly sourced, and appropriate for its constraints. Which first change most directly addresses the observed failure?

  1. Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.
  2. Evaluate supported enterprise connectors by data freshness, indexing limits and identity-aware retrieval rather than assuming access is universal.
  3. Choose the Gemini app for suitable individual conversational creation and reasoning tasks, distinguishing its plan features from enterprise application development.
  4. Select Gemini Enterprise when knowledge workers need permission-aware cross-source enterprise search, grounded answers or supported agent workflows.

Explanation

Correct Answer

A:

The decisive detail is: A product sponsor requires an audit log for every external action performed by an enterprise assistant. The appropriate business or technical decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions. The risk avoided is that conflating search assistance with independent transaction authority can cause unapproved purchases or record changes. Confirm the outcome through: An end-to-end agent trace shows approved data lookup, action preview, reviewer consent and auditable completion.

Incorrect Answers

B:

This choice addresses gemini enterprise connectors and identity propagation; its main associated risk is: A connector that ignores the end-user identity may return unauthorized or outdated enterprise records. However, the situation A product sponsor requires an audit log for every external action performed by an enterprise assistant is primarily about gemini enterprise custom agents and approvals. The targeted decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.

C:

This choice addresses gemini app for individual productivity; its main associated risk is: Using a personal assistant as the backend of a regulated company integration can sidestep deployment, access and audit controls. However, the situation A product sponsor requires an audit log for every external action performed by an enterprise assistant is primarily about gemini enterprise custom agents and approvals. The targeted decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.

D:

This choice addresses gemini enterprise enterprise search and agents; its main associated risk is: Deploying company-wide AI search without source ACL reconciliation can expose private business information. However, the situation A product sponsor requires an audit log for every external action performed by an enterprise assistant is primarily about gemini enterprise custom agents and approvals. The targeted decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.

Question 352

A business case reports: A product sponsor requires an audit log for every external action performed by an enterprise assistant. Why is this design likely to fail its intended business outcome?

  1. A connector that ignores the end-user identity may return unauthorized or outdated enterprise records.
  2. Using a personal assistant as the backend of a regulated company integration can sidestep deployment, access and audit controls.
  3. Deploying company-wide AI search without source ACL reconciliation can expose private business information.
  4. Conflating search assistance with independent transaction authority can cause unapproved purchases or record changes.

Explanation

Correct Answer

D:

This case exposes a specific failure mode: Conflating search assistance with independent transaction authority can cause unapproved purchases or record changes. In the situation A product sponsor requires an audit log for every external action performed by an enterprise assistant, the recommended response is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions. Independent evidence would be: An end-to-end agent trace shows approved data lookup, action preview, reviewer consent and auditable completion.

Incorrect Answers

A:

This choice addresses gemini enterprise connectors and identity propagation; its main associated risk is: A connector that ignores the end-user identity may return unauthorized or outdated enterprise records. However, the situation A product sponsor requires an audit log for every external action performed by an enterprise assistant is primarily about gemini enterprise custom agents and approvals. The targeted decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.

B:

This choice addresses gemini app for individual productivity; its main associated risk is: Using a personal assistant as the backend of a regulated company integration can sidestep deployment, access and audit controls. However, the situation A product sponsor requires an audit log for every external action performed by an enterprise assistant is primarily about gemini enterprise custom agents and approvals. The targeted decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.

C:

This choice addresses gemini enterprise enterprise search and agents; its main associated risk is: Deploying company-wide AI search without source ACL reconciliation can expose private business information. However, the situation A product sponsor requires an audit log for every external action performed by an enterprise assistant is primarily about gemini enterprise custom agents and approvals. The targeted decision is: Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.

Question 353

A business team evaluating generative AI encounters this situation: A small business needs a document search pilot but budgets for an unsupported connector tier. It must choose a solution that is useful, secure, properly sourced, and appropriate for its constraints. Which response best meets the business need and its stated limits?

  1. Use enterprise agent capabilities to automate bounded multistep work with supported tool authorization and explicit approval for consequential actions.
  2. Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.
  3. Choose the Gemini app for suitable individual conversational creation and reasoning tasks, distinguishing its plan features from enterprise application development.
  4. Recognize Gems as customizable guided assistants suited to repeatable user instructions, without treating prompt personalization as independent enterprise authorization.

Explanation

Correct Answer

B:

The decisive detail is: A small business needs a document search pilot but budgets for an unsupported connector tier. The appropriate business or technical decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts. The risk avoided is that assuming every edition has identical connectors, quotas and features can lead to failed rollout and surprise costs. Confirm the outcome through: A pilot records the exact edition and proves that its required sources and agent features are enabled for target users.

Incorrect Answers

A:

This choice addresses gemini enterprise custom agents and approvals; its main associated risk is: Conflating search assistance with independent transaction authority can cause unapproved purchases or record changes. However, the situation A small business needs a document search pilot but budgets for an unsupported connector tier is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

C:

This choice addresses gemini app for individual productivity; its main associated risk is: Using a personal assistant as the backend of a regulated company integration can sidestep deployment, access and audit controls. However, the situation A small business needs a document search pilot but budgets for an unsupported connector tier is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

D:

This choice addresses gems and reusable tailored assistance; its main associated risk is: A tailored assistant may encourage consistent replies but cannot by itself enforce permission checks on sensitive systems. However, the situation A small business needs a document search pilot but budgets for an unsupported connector tier is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

Question 354

A gen AI initiative reports: A small business needs a document search pilot but budgets for an unsupported connector tier. What independent evidence would best confirm the solution worked?

  1. A pilot records the exact edition and proves that its required sources and agent features are enabled for target users.
  2. A test measures consistent instruction following and separately verifies that prohibited data remains inaccessible.
  3. A permitted user completes a personal drafting task while the solution assessment documents what cannot be automated through that app.
  4. An end-to-end agent trace shows approved data lookup, action preview, reviewer consent and auditable completion.

Explanation

Correct Answer

A:

The key acceptance evidence for A small business needs a document search pilot but budgets for an unsupported connector tier is: A pilot records the exact edition and proves that its required sources and agent features are enabled for target users. It checks whether the team actually implemented: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts. A product configuration, demo, or persuasive response alone is not proof.

Incorrect Answers

B:

This choice addresses gems and reusable tailored assistance; its main associated risk is: A tailored assistant may encourage consistent replies but cannot by itself enforce permission checks on sensitive systems. However, the situation A small business needs a document search pilot but budgets for an unsupported connector tier is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

C:

This choice addresses gemini app for individual productivity; its main associated risk is: Using a personal assistant as the backend of a regulated company integration can sidestep deployment, access and audit controls. However, the situation A small business needs a document search pilot but budgets for an unsupported connector tier is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

D:

This choice addresses gemini enterprise custom agents and approvals; its main associated risk is: Conflating search assistance with independent transaction authority can cause unapproved purchases or record changes. However, the situation A small business needs a document search pilot but budgets for an unsupported connector tier is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

Question 355

A business team evaluating generative AI encounters this situation: A global deployment treats a regional feature preview as universally available. It must choose a solution that is useful, secure, properly sourced, and appropriate for its constraints. What should the initiative prioritize to address the primary issue?

  1. Evaluate supported enterprise connectors by data freshness, indexing limits and identity-aware retrieval rather than assuming access is universal.
  2. Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.
  3. Select supported Gemini features integrated into Workspace apps for approved drafting, summarization and collaboration workflows.
  4. Select Gemini Enterprise when knowledge workers need permission-aware cross-source enterprise search, grounded answers or supported agent workflows.

Explanation

Correct Answer

B:

The decisive detail is: A global deployment treats a regional feature preview as universally available. The appropriate business or technical decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts. The risk avoided is that assuming every edition has identical connectors, quotas and features can lead to failed rollout and surprise costs. Confirm the outcome through: A pilot records the exact edition and proves that its required sources and agent features are enabled for target users.

Incorrect Answers

A:

This choice addresses gemini enterprise connectors and identity propagation; its main associated risk is: A connector that ignores the end-user identity may return unauthorized or outdated enterprise records. However, the situation A global deployment treats a regional feature preview as universally available is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

C:

This choice addresses gemini for google workspace; its main associated risk is: Workspace feature availability and enterprise data handling depend on plan, admin settings and permissions, not a blanket AI entitlement. However, the situation A global deployment treats a regional feature preview as universally available is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

D:

This choice addresses gemini enterprise enterprise search and agents; its main associated risk is: Deploying company-wide AI search without source ACL reconciliation can expose private business information. However, the situation A global deployment treats a regional feature preview as universally available is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

Question 356

A business case reports: A global deployment treats a regional feature preview as universally available. What is the strongest reason the current assumption is unsafe?

  1. Assuming every edition has identical connectors, quotas and features can lead to failed rollout and surprise costs.
  2. Deploying company-wide AI search without source ACL reconciliation can expose private business information.
  3. A connector that ignores the end-user identity may return unauthorized or outdated enterprise records.
  4. Workspace feature availability and enterprise data handling depend on plan, admin settings and permissions, not a blanket AI entitlement.

Explanation

Correct Answer

A:

This case exposes a specific failure mode: Assuming every edition has identical connectors, quotas and features can lead to failed rollout and surprise costs. In the situation A global deployment treats a regional feature preview as universally available, the recommended response is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts. Independent evidence would be: A pilot records the exact edition and proves that its required sources and agent features are enabled for target users.

Incorrect Answers

B:

This choice addresses gemini enterprise enterprise search and agents; its main associated risk is: Deploying company-wide AI search without source ACL reconciliation can expose private business information. However, the situation A global deployment treats a regional feature preview as universally available is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

C:

This choice addresses gemini enterprise connectors and identity propagation; its main associated risk is: A connector that ignores the end-user identity may return unauthorized or outdated enterprise records. However, the situation A global deployment treats a regional feature preview as universally available is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

D:

This choice addresses gemini for google workspace; its main associated risk is: Workspace feature availability and enterprise data handling depend on plan, admin settings and permissions, not a blanket AI entitlement. However, the situation A global deployment treats a regional feature preview as universally available is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

Question 357

A business team evaluating generative AI encounters this situation: A finance team wants an estimate that distinguishes per-seat access from consumption costs. It must choose a solution that is useful, secure, properly sourced, and appropriate for its constraints. Which approach is most defensible under these requirements?

  1. Select supported Gemini features integrated into Workspace apps for approved drafting, summarization and collaboration workflows.
  2. Recognize Gems as customizable guided assistants suited to repeatable user instructions, without treating prompt personalization as independent enterprise authorization.
  3. Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.
  4. Evaluate supported enterprise connectors by data freshness, indexing limits and identity-aware retrieval rather than assuming access is universal.

Explanation

Correct Answer

C:

The decisive detail is: A finance team wants an estimate that distinguishes per-seat access from consumption costs. The appropriate business or technical decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts. The risk avoided is that assuming every edition has identical connectors, quotas and features can lead to failed rollout and surprise costs. Confirm the outcome through: A pilot records the exact edition and proves that its required sources and agent features are enabled for target users.

Incorrect Answers

A:

This choice addresses gemini for google workspace; its main associated risk is: Workspace feature availability and enterprise data handling depend on plan, admin settings and permissions, not a blanket AI entitlement. However, the situation A finance team wants an estimate that distinguishes per-seat access from consumption costs is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

B:

This choice addresses gems and reusable tailored assistance; its main associated risk is: A tailored assistant may encourage consistent replies but cannot by itself enforce permission checks on sensitive systems. However, the situation A finance team wants an estimate that distinguishes per-seat access from consumption costs is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

D:

This choice addresses gemini enterprise connectors and identity propagation; its main associated risk is: A connector that ignores the end-user identity may return unauthorized or outdated enterprise records. However, the situation A finance team wants an estimate that distinguishes per-seat access from consumption costs is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

Question 358

A gen AI initiative reports: A finance team wants an estimate that distinguishes per-seat access from consumption costs. What independent evidence would best confirm the solution worked?

  1. A pilot records the exact edition and proves that its required sources and agent features are enabled for target users.
  2. An access matrix and freshness test confirm connector queries honor source permissions and updated content.
  3. Users test the required Docs or Gmail assistance under their licensed accounts and existing file-sharing rules.
  4. A test measures consistent instruction following and separately verifies that prohibited data remains inaccessible.

Explanation

Correct Answer

A:

The key acceptance evidence for A finance team wants an estimate that distinguishes per-seat access from consumption costs is: A pilot records the exact edition and proves that its required sources and agent features are enabled for target users. It checks whether the team actually implemented: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts. A product configuration, demo, or persuasive response alone is not proof.

Incorrect Answers

B:

This choice addresses gemini enterprise connectors and identity propagation; its main associated risk is: A connector that ignores the end-user identity may return unauthorized or outdated enterprise records. However, the situation A finance team wants an estimate that distinguishes per-seat access from consumption costs is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

C:

This choice addresses gemini for google workspace; its main associated risk is: Workspace feature availability and enterprise data handling depend on plan, admin settings and permissions, not a blanket AI entitlement. However, the situation A finance team wants an estimate that distinguishes per-seat access from consumption costs is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

D:

This choice addresses gems and reusable tailored assistance; its main associated risk is: A tailored assistant may encourage consistent replies but cannot by itself enforce permission checks on sensitive systems. However, the situation A finance team wants an estimate that distinguishes per-seat access from consumption costs is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

Question 359

A business team evaluating generative AI encounters this situation: An administrator provisions licenses but never tests whether intended employees can actually query the index. It must choose a solution that is useful, secure, properly sourced, and appropriate for its constraints. Which first change most directly addresses the observed failure?

  1. Recognize Gems as customizable guided assistants suited to repeatable user instructions, without treating prompt personalization as independent enterprise authorization.
  2. Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.
  3. Evaluate supported enterprise connectors by data freshness, indexing limits and identity-aware retrieval rather than assuming access is universal.
  4. Select Gemini Enterprise when knowledge workers need permission-aware cross-source enterprise search, grounded answers or supported agent workflows.

Explanation

Correct Answer

B:

The decisive detail is: An administrator provisions licenses but never tests whether intended employees can actually query the index. The appropriate business or technical decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts. The risk avoided is that assuming every edition has identical connectors, quotas and features can lead to failed rollout and surprise costs. Confirm the outcome through: A pilot records the exact edition and proves that its required sources and agent features are enabled for target users.

Incorrect Answers

A:

This choice addresses gems and reusable tailored assistance; its main associated risk is: A tailored assistant may encourage consistent replies but cannot by itself enforce permission checks on sensitive systems. However, the situation An administrator provisions licenses but never tests whether intended employees can actually query the index is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

C:

This choice addresses gemini enterprise connectors and identity propagation; its main associated risk is: A connector that ignores the end-user identity may return unauthorized or outdated enterprise records. However, the situation An administrator provisions licenses but never tests whether intended employees can actually query the index is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

D:

This choice addresses gemini enterprise enterprise search and agents; its main associated risk is: Deploying company-wide AI search without source ACL reconciliation can expose private business information. However, the situation An administrator provisions licenses but never tests whether intended employees can actually query the index is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

Question 360

The business case is: An administrator provisions licenses but never tests whether intended employees can actually query the index. Select TWO: the appropriate design decision and convincing validation evidence. (Select TWO.)

  1. Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.
  2. A pilot connects approved repositories and returns grounded answers filtered by the requesting user's actual permissions.
  3. A pilot records the exact edition and proves that its required sources and agent features are enabled for target users.
  4. Recognize Gems as customizable guided assistants suited to repeatable user instructions, without treating prompt personalization as independent enterprise authorization.
  5. Evaluate supported enterprise connectors by data freshness, indexing limits and identity-aware retrieval rather than assuming access is universal.

Explanation

Correct Answers

A:

The intervention for the stated situation An administrator provisions licenses but never tests whether intended employees can actually query the index is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts. It directly mitigates: Assuming every edition has identical connectors, quotas and features can lead to failed rollout and surprise costs.

C:

A separate outcome check for the situation An administrator provisions licenses but never tests whether intended employees can actually query the index is: A pilot records the exact edition and proves that its required sources and agent features are enabled for target users. It measures the effect of the selected intervention rather than relying on the existence of a proposal.

Incorrect Answers

B:

This choice addresses gemini enterprise enterprise search and agents; its main associated risk is: Deploying company-wide AI search without source ACL reconciliation can expose private business information. However, the situation An administrator provisions licenses but never tests whether intended employees can actually query the index is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

D:

This choice addresses gems and reusable tailored assistance; its main associated risk is: A tailored assistant may encourage consistent replies but cannot by itself enforce permission checks on sensitive systems. However, the situation An administrator provisions licenses but never tests whether intended employees can actually query the index is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.

E:

This choice addresses gemini enterprise connectors and identity propagation; its main associated risk is: A connector that ignores the end-user identity may return unauthorized or outdated enterprise records. However, the situation An administrator provisions licenses but never tests whether intended employees can actually query the index is primarily about gemini enterprise rollout and edition constraints. The targeted decision is: Match enterprise AI edition, user count, region, connectors and business support needs to documented availability and contracts.