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Google Generative AI Leader Practice Test 70

Question 690

The business case is: A sales department needs to locate current approved pricing documents rather than write new ones. Which TWO options together provide a suitable intervention and an independent acceptance check? (Select TWO.)

  1. Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.
  2. Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.
  3. Rank AI initiatives by business impact, feasibility, data readiness, risk and owner accountability before funding scaled development.
  4. A user pilot completes the actual target business task using the selected capability and records unsupported requirements.
  5. An adoption review confirms role-based training, feedback ownership and safe escalation workflows for real users.

Explanation

Correct Answers

B:

The intervention for the stated situation A sales department needs to locate current approved pricing documents rather than write new ones is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable. It directly mitigates: A mismatched product category can generate attractive content without delivering the required process result.

D:

A separate outcome check for the situation A sales department needs to locate current approved pricing documents rather than write new ones is: A user pilot completes the actual target business task using the selected capability and records unsupported requirements. It measures the effect of the selected intervention rather than relying on the existence of a proposal.

Incorrect Answers

A:

This choice addresses business, technical and regulatory constraints; its main associated risk is: A technically impressive prototype can be unusable because required data flows or approvals violate enterprise constraints. However, the situation A sales department needs to locate current approved pricing documents rather than write new ones is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

C:

This choice addresses use-case prioritization and portfolio governance; its main associated risk is: Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots. However, the situation A sales department needs to locate current approved pricing documents rather than write new ones is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

E:

This choice addresses stakeholder collaboration and workforce enablement; its main associated risk is: An AI project without affected staff input or operational owners may be unused or mishandle exceptions. However, the situation A sales department needs to locate current approved pricing documents rather than write new ones is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

Question 691

A business team evaluating generative AI encounters this situation: A marketing department wants draft campaign images rather than inventory predictions. 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. Measure net value using time saved, adoption, error costs, model expenses, operational support and human review instead of counting prompts alone.
  2. Rank AI initiatives by business impact, feasibility, data readiness, risk and owner accountability before funding scaled development.
  3. Involve technical owners, legal/security, end users and management in change design, training and accountable handoffs.
  4. Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

Explanation

Correct Answer

D:

The decisive detail is: A marketing department wants draft campaign images rather than inventory predictions. The appropriate business or technical decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable. The risk avoided is that a mismatched product category can generate attractive content without delivering the required process result. Confirm the outcome through: A user pilot completes the actual target business task using the selected capability and records unsupported requirements.

Incorrect Answers

A:

This choice addresses return on investment and measurable business value; its main associated risk is: Gross activity measures can disguise high rework or infrastructure costs and produce a false ROI. However, the situation A marketing department wants draft campaign images rather than inventory predictions is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

B:

This choice addresses use-case prioritization and portfolio governance; its main associated risk is: Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots. However, the situation A marketing department wants draft campaign images rather than inventory predictions is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

C:

This choice addresses stakeholder collaboration and workforce enablement; its main associated risk is: An AI project without affected staff input or operational owners may be unused or mishandle exceptions. However, the situation A marketing department wants draft campaign images rather than inventory predictions is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

Question 692

A business case reports: A marketing department wants draft campaign images rather than inventory predictions. What risk should the decision-maker address before deployment?

  1. Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots.
  2. Gross activity measures can disguise high rework or infrastructure costs and produce a false ROI.
  3. A mismatched product category can generate attractive content without delivering the required process result.
  4. An AI project without affected staff input or operational owners may be unused or mishandle exceptions.

Explanation

Correct Answer

C:

This case exposes a specific failure mode: A mismatched product category can generate attractive content without delivering the required process result. In the situation A marketing department wants draft campaign images rather than inventory predictions, the recommended response is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable. Independent evidence would be: A user pilot completes the actual target business task using the selected capability and records unsupported requirements.

Incorrect Answers

A:

This choice addresses use-case prioritization and portfolio governance; its main associated risk is: Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots. However, the situation A marketing department wants draft campaign images rather than inventory predictions is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

B:

This choice addresses return on investment and measurable business value; its main associated risk is: Gross activity measures can disguise high rework or infrastructure costs and produce a false ROI. However, the situation A marketing department wants draft campaign images rather than inventory predictions is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

D:

This choice addresses stakeholder collaboration and workforce enablement; its main associated risk is: An AI project without affected staff input or operational owners may be unused or mishandle exceptions. However, the situation A marketing department wants draft campaign images rather than inventory predictions is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

Question 693

A business team evaluating generative AI encounters this situation: An accounts team must validate an invoice before making a payment, not simply summarize it. 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. Rank AI initiatives by business impact, feasibility, data readiness, risk and owner accountability before funding scaled development.
  2. Start with a representative bounded pilot and clear go/no-go gates, then expand only after demonstrated operational and user outcomes.
  3. Measure net value using time saved, adoption, error costs, model expenses, operational support and human review instead of counting prompts alone.
  4. Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

Explanation

Correct Answer

D:

The decisive detail is: An accounts team must validate an invoice before making a payment, not simply summarize it. The appropriate business or technical decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable. The risk avoided is that a mismatched product category can generate attractive content without delivering the required process result. Confirm the outcome through: A user pilot completes the actual target business task using the selected capability and records unsupported requirements.

Incorrect Answers

A:

This choice addresses use-case prioritization and portfolio governance; its main associated risk is: Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots. However, the situation An accounts team must validate an invoice before making a payment, not simply summarize it is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

B:

This choice addresses pilot, iterate and scale ai adoption; its main associated risk is: Premature organization-wide rollout can amplify privacy errors, unusable workflows and unbudgeted operating costs. However, the situation An accounts team must validate an invoice before making a payment, not simply summarize it is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

C:

This choice addresses return on investment and measurable business value; its main associated risk is: Gross activity measures can disguise high rework or infrastructure costs and produce a false ROI. However, the situation An accounts team must validate an invoice before making a payment, not simply summarize it is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

Question 694

A gen AI initiative reports: An accounts team must validate an invoice before making a payment, not simply summarize it. How could the team verify that the intended business requirement is met?

  1. A user pilot completes the actual target business task using the selected capability and records unsupported requirements.
  2. An ROI model reconciles measured business outcomes to full lifecycle costs and a credible non-AI baseline.
  3. A staged rollout compares pilot and control groups against predeclared outcomes before increasing exposure.
  4. A portfolio decision scores candidate use cases against agreed measurable criteria and records funding gates.

Explanation

Correct Answer

A:

The key acceptance evidence for An accounts team must validate an invoice before making a payment, not simply summarize it is: A user pilot completes the actual target business task using the selected capability and records unsupported requirements. It checks whether the team actually implemented: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable. A product configuration, demo, or persuasive response alone is not proof.

Incorrect Answers

B:

This choice addresses return on investment and measurable business value; its main associated risk is: Gross activity measures can disguise high rework or infrastructure costs and produce a false ROI. However, the situation An accounts team must validate an invoice before making a payment, not simply summarize it is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

C:

This choice addresses pilot, iterate and scale ai adoption; its main associated risk is: Premature organization-wide rollout can amplify privacy errors, unusable workflows and unbudgeted operating costs. However, the situation An accounts team must validate an invoice before making a payment, not simply summarize it is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

D:

This choice addresses use-case prioritization and portfolio governance; its main associated risk is: Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots. However, the situation An accounts team must validate an invoice before making a payment, not simply summarize it is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

Question 695

A business team evaluating generative AI encounters this situation: An executive assumes a chat assistant can autonomously modify every supply-chain system without integration. 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. Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.
  2. Start with a representative bounded pilot and clear go/no-go gates, then expand only after demonstrated operational and user outcomes.
  3. Rank AI initiatives by business impact, feasibility, data readiness, risk and owner accountability before funding scaled development.
  4. Measure net value using time saved, adoption, error costs, model expenses, operational support and human review instead of counting prompts alone.

Explanation

Correct Answer

A:

The decisive detail is: An executive assumes a chat assistant can autonomously modify every supply-chain system without integration. The appropriate business or technical decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable. The risk avoided is that a mismatched product category can generate attractive content without delivering the required process result. Confirm the outcome through: A user pilot completes the actual target business task using the selected capability and records unsupported requirements.

Incorrect Answers

B:

This choice addresses pilot, iterate and scale ai adoption; its main associated risk is: Premature organization-wide rollout can amplify privacy errors, unusable workflows and unbudgeted operating costs. However, the situation An executive assumes a chat assistant can autonomously modify every supply-chain system without integration is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

C:

This choice addresses use-case prioritization and portfolio governance; its main associated risk is: Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots. However, the situation An executive assumes a chat assistant can autonomously modify every supply-chain system without integration is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

D:

This choice addresses return on investment and measurable business value; its main associated risk is: Gross activity measures can disguise high rework or infrastructure costs and produce a false ROI. However, the situation An executive assumes a chat assistant can autonomously modify every supply-chain system without integration is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

Question 696

A business case reports: An executive assumes a chat assistant can autonomously modify every supply-chain system without integration. What risk should the decision-maker address before deployment?

  1. Premature organization-wide rollout can amplify privacy errors, unusable workflows and unbudgeted operating costs.
  2. Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots.
  3. A mismatched product category can generate attractive content without delivering the required process result.
  4. Gross activity measures can disguise high rework or infrastructure costs and produce a false ROI.

Explanation

Correct Answer

C:

This case exposes a specific failure mode: A mismatched product category can generate attractive content without delivering the required process result. In the situation An executive assumes a chat assistant can autonomously modify every supply-chain system without integration, the recommended response is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable. Independent evidence would be: A user pilot completes the actual target business task using the selected capability and records unsupported requirements.

Incorrect Answers

A:

This choice addresses pilot, iterate and scale ai adoption; its main associated risk is: Premature organization-wide rollout can amplify privacy errors, unusable workflows and unbudgeted operating costs. However, the situation An executive assumes a chat assistant can autonomously modify every supply-chain system without integration is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

B:

This choice addresses use-case prioritization and portfolio governance; its main associated risk is: Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots. However, the situation An executive assumes a chat assistant can autonomously modify every supply-chain system without integration is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

D:

This choice addresses return on investment and measurable business value; its main associated risk is: Gross activity measures can disguise high rework or infrastructure costs and produce a false ROI. However, the situation An executive assumes a chat assistant can autonomously modify every supply-chain system without integration is primarily about select create, summarize, discover or automate solutions. The targeted decision is: Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.

Question 697

A business team evaluating generative AI encounters this situation: A bank needs employee support responses without transferring protected customer files to an unapproved service. 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. Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.
  2. Define a concrete business outcome, target users, constraints and baseline before choosing any generative AI solution.
  3. Involve technical owners, legal/security, end users and management in change design, training and accountable handoffs.
  4. Start with a representative bounded pilot and clear go/no-go gates, then expand only after demonstrated operational and user outcomes.

Explanation

Correct Answer

A:

The decisive detail is: A bank needs employee support responses without transferring protected customer files to an unapproved service. The appropriate business or technical decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model. The risk avoided is that a technically impressive prototype can be unusable because required data flows or approvals violate enterprise constraints. Confirm the outcome through: An architecture review maps each mandatory constraint to verified platform capability and operational ownership.

Incorrect Answers

B:

This choice addresses business problem framing and success criteria; its main associated risk is: An undefined AI initiative can optimize demo appeal rather than actual customer or employee value. However, the situation A bank needs employee support responses without transferring protected customer files to an unapproved service is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

C:

This choice addresses stakeholder collaboration and workforce enablement; its main associated risk is: An AI project without affected staff input or operational owners may be unused or mishandle exceptions. However, the situation A bank needs employee support responses without transferring protected customer files to an unapproved service is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

D:

This choice addresses pilot, iterate and scale ai adoption; its main associated risk is: Premature organization-wide rollout can amplify privacy errors, unusable workflows and unbudgeted operating costs. However, the situation A bank needs employee support responses without transferring protected customer files to an unapproved service is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

Question 698

A gen AI initiative reports: A bank needs employee support responses without transferring protected customer files to an unapproved service. Which measurement or trial should be required before approval?

  1. A decision memo ties each proposed feature to measurable quality, cost, adoption and risk acceptance targets.
  2. A staged rollout compares pilot and control groups against predeclared outcomes before increasing exposure.
  3. An architecture review maps each mandatory constraint to verified platform capability and operational ownership.
  4. An adoption review confirms role-based training, feedback ownership and safe escalation workflows for real users.

Explanation

Correct Answer

C:

The key acceptance evidence for A bank needs employee support responses without transferring protected customer files to an unapproved service is: An architecture review maps each mandatory constraint to verified platform capability and operational ownership. It checks whether the team actually implemented: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model. A product configuration, demo, or persuasive response alone is not proof.

Incorrect Answers

A:

This choice addresses business problem framing and success criteria; its main associated risk is: An undefined AI initiative can optimize demo appeal rather than actual customer or employee value. However, the situation A bank needs employee support responses without transferring protected customer files to an unapproved service is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

B:

This choice addresses pilot, iterate and scale ai adoption; its main associated risk is: Premature organization-wide rollout can amplify privacy errors, unusable workflows and unbudgeted operating costs. However, the situation A bank needs employee support responses without transferring protected customer files to an unapproved service is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

D:

This choice addresses stakeholder collaboration and workforce enablement; its main associated risk is: An AI project without affected staff input or operational owners may be unused or mishandle exceptions. However, the situation A bank needs employee support responses without transferring protected customer files to an unapproved service is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

Question 699

A business team evaluating generative AI encounters this situation: A global product launches an assistant without testing the required languages and regions. 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. Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.
  2. Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.
  3. Rank AI initiatives by business impact, feasibility, data readiness, risk and owner accountability before funding scaled development.
  4. Define a concrete business outcome, target users, constraints and baseline before choosing any generative AI solution.

Explanation

Correct Answer

B:

The decisive detail is: A global product launches an assistant without testing the required languages and regions. The appropriate business or technical decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model. The risk avoided is that a technically impressive prototype can be unusable because required data flows or approvals violate enterprise constraints. Confirm the outcome through: An architecture review maps each mandatory constraint to verified platform capability and operational ownership.

Incorrect Answers

A:

This choice addresses select create, summarize, discover or automate solutions; its main associated risk is: A mismatched product category can generate attractive content without delivering the required process result. However, the situation A global product launches an assistant without testing the required languages and regions is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

C:

This choice addresses use-case prioritization and portfolio governance; its main associated risk is: Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots. However, the situation A global product launches an assistant without testing the required languages and regions is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

D:

This choice addresses business problem framing and success criteria; its main associated risk is: An undefined AI initiative can optimize demo appeal rather than actual customer or employee value. However, the situation A global product launches an assistant without testing the required languages and regions is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

Question 700

The business case is: A global product launches an assistant without testing the required languages and regions. Select TWO: the appropriate design decision and convincing validation evidence. (Select TWO.)

  1. A decision memo ties each proposed feature to measurable quality, cost, adoption and risk acceptance targets.
  2. Match a business need to content generation, summarization, enterprise discovery or bounded automation rather than treating all of them as interchangeable.
  3. Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.
  4. Rank AI initiatives by business impact, feasibility, data readiness, risk and owner accountability before funding scaled development.
  5. An architecture review maps each mandatory constraint to verified platform capability and operational ownership.

Explanation

Correct Answers

C:

The intervention for the stated situation A global product launches an assistant without testing the required languages and regions is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model. It directly mitigates: A technically impressive prototype can be unusable because required data flows or approvals violate enterprise constraints.

E:

A separate outcome check for the situation A global product launches an assistant without testing the required languages and regions is: An architecture review maps each mandatory constraint to verified platform capability and operational ownership. It measures the effect of the selected intervention rather than relying on the existence of a proposal.

Incorrect Answers

A:

This choice addresses business problem framing and success criteria; its main associated risk is: An undefined AI initiative can optimize demo appeal rather than actual customer or employee value. However, the situation A global product launches an assistant without testing the required languages and regions is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

B:

This choice addresses select create, summarize, discover or automate solutions; its main associated risk is: A mismatched product category can generate attractive content without delivering the required process result. However, the situation A global product launches an assistant without testing the required languages and regions is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.

D:

This choice addresses use-case prioritization and portfolio governance; its main associated risk is: Choosing projects by hype or vendor demos can starve practical high-value use cases and multiply unmanaged pilots. However, the situation A global product launches an assistant without testing the required languages and regions is primarily about business, technical and regulatory constraints. The targeted decision is: Assess data sensitivity, integration, latency, languages, deployment location and legal requirements before selecting or scaling a model.