SAP C_AIG_2412 practice materials Questions Answers

Exam Code:
C_AIG_2412
Exam Name:
SAP Certified Associate – SAP Generative AI Developer Exam
Last Update:
Jun 01,2026

65 Questions Answers Verified by Experts!


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Page: 1 / 13
Total Questions: 65

Questions & Answers PDF

• Question 1

  

  What does SAP recommend you do before you start training a machine learning model in SAP AI Core? Note: There are 3 correct answers to this question.Configure the training pipeline using templates.Define the required infrastructure resources for training.Perform manual data integration with SAP HAN

  • Configure the model deployment in SAP Al Launchpad.
  • Register the input dataset in SAP AI Core.

  Reveal Answer Answer: A, ,B, ,E Next Question

• Question 2

  

  Which of the following techniques uses a prompt to generate or complete subsequent prompts (streamlining the prompt development process), and to effectively guide Al model responses?

  • Chain-of-thought prompting
  • Few-shot prompting
  • Meta prompting
  • One-shot prompting

  Reveal Answer Answer: C Next Question

• Question 3

  

  You want to extract useful information from customer emails to augment existing applications in your company.How can you use generative-ai-hub-sdk in this context?

  • Generate a new SAP application based on the mail data.
  • Generate JSON strings based on extracted information.
  • Generate random email content and send them to customers.
  • Train custom models based on the mail data.

  Reveal Answer Answer: B Next Question

• Question 4

  

  What is the primary function of the generative Al hub in SAP's Al Foundation?

  • To serve as an abstraction layer to access a range of foundation Al models
  • To provide ready-to-use Al services for document processing
  • To store embeddings of unstructured data for semantic data retrieval
  • To manage the Al lifecycle efforts end-to-end

  Reveal Answer Answer: A Next Question

• Question 5

  

  What contract type does SAP offer for Al ecosystem partner solutions?

  • Annual subscription-only contracts
  • All-in-one contracts, with services that are contracted through SAP
  • Pay-as-you-go for each partner service
  • Bring Your Own License (BYOL) for embedded partner solutions

  Reveal Answer Answer: A, ,B, ,C Next Question

• Question 6

  

  What are some examples of generative Al technologies? Note: There are 2 correct answers to this question.

  • Al models that generate new content based on training data
  • Rule-based algorithms
  • Robotic process automation
  • Foundation models

  Reveal Answer Answer: A, ,D Next Question

• Question 7

  

  What are some SAP recommendations to evaluate pricing and rate information of model usage within SAP's generative Al hub?Note: There are 2 correct answers to this question.

  • Adopt best practice pricing strategies, such as outcome-based pricing
  • Weigh the cost of using advanced models against the expected return on investment
  • Avoid subscription-based pricing models
  • Use pricing models that have fixed rates irrespective of the usage patterns

  Reveal Answer Answer: B, ,A Next Question

• Question 8

  

  What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.Direct deployment of Al models to SAP HAN

  • Integration with non-SAP platforms like Azure and AWS.
  • Centralized Al lifecycle management for all Al scenarios.
  • Simplified model retraining and performance improvement.

  Reveal Answer Answer: C, ,D Next Question

• Question 9

  

  Which technique is used to supply domain-specific knowledge to an LLM?

  • Domain-adaptation training
  • Prompt template expansion
  • Retrieval-Augmented Generation
  • Fine-tuning the model on general data

  Reveal Answer Answer: A Next Question

• Question 10

  

  What advantage can you gain by leveraging different models from multiple providers through the SAP's generative Al hub?

  • Get more training data for new models
  • Train new models using SAP and non-SAP data
  • Enhance the accuracy and relevance of Al applications that use SAP's data assets
  • Design new product interfaces for SAP applications

  Reveal Answer Answer: C Next Question

Page: 1 / 13
Total Questions: 65

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