Exam Code: C-AIG-2412
Exam Name: SAP Certified Associate - SAP Generative AI Developer
Certification Provider: SAP
Corresponding Certification: SAP Certified Associate

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Total Questions: 66
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SAP C-AIG-2412 Exam Overview:

Certification Vendor:	SAP
Exam Name:	SAP Certified Associate - SAP Generative AI Developer
Exam Number:	C-AIG-2412
Available Languages:	English
Exam Price:	Varies by region (typically around USD 200–400 or included in SAP Learning Hub subscription)
Exam Duration:	180 minutes
Exam Format:	Multiple Choice, Multiple Response
Certificate Validity Period:	12 months
Real Exam Qty:	Approximately 80 questions
Related Certifications:	SAP Certified Associate - SAP Cloud Application Development SAP Certified Associate - SAP BTP Developer SAP Certified Associate - SAP AI Core
Passing Score:	65%
Recommended Training:	SAP Learning Hub - Generative AI Learning Journeys SAP BTP and AI Core Training
Exam Registration:	SAP Certification Portal
Sample Questions:	DOWNLOAD DEMO
Exam Way:	Online proctored exam via SAP Certification platform
Pre Condition:	Basic understanding of SAP BTP and general AI/ML concepts is recommended; prior development experience is helpful but not strictly required.
Official Syllabus URL:	https://learning.sap.com/certifications

SAP C-AIG-2412 Exam Syllabus Topics:

Section	Objectives
Responsible AI and Governance	- Ethical AI principles - Security and compliance considerations
Monitoring and Optimization	- Model performance evaluation - Operational monitoring in SAP environments
SAP Business Technology Platform (BTP) for AI	- Integration of AI services within SAP BTP - SAP AI Core and AI Launchpad overview - Model deployment and lifecycle management
Generative AI Development	- Building AI-driven applications on SAP - Data preparation and grounding techniques - Using APIs and AI services
Generative AI Fundamentals	- Large Language Models (LLMs) concepts - Prompt engineering principles - AI use cases in enterprise environments

Preparing for C-AIG-2412 on a Busy Schedule

What score do I need for C-AIG-2412, and what is the exam fee?

A pass requires 65%, and registration costs Varies by region (typically around USD 200–400 or included in SAP Learning Hub subscription). Every retake bills that fee again, which is why candidates prepare thoroughly with verified Lead1Pass material before booking their seat.

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Where do I register for the C-AIG-2412 exam?

Through the official registration channel: SAP Certification Portal Create your account, pick a test center or an online-proctored appointment, and pay the fee to secure your date.

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Is anything required before I can take C-AIG-2412?

Basic understanding of SAP BTP and general AI/ML concepts is recommended; prior development experience is helpful but not strictly required.

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How should I divide my study time across C-AIG-2412 topics?

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Generative AI Development ()
SAP Business Technology Platform (BTP) for AI ()
Monitoring and Optimization ()

Give the heaviest domains your longest sessions, then let your engine scores tell you where the remaining hours belong.

Should I combine C-AIG-2412 self-study with an official course?

SAP Learning Hub - Generative AI Learning Journeys SAP BTP and AI Core Training An official course builds theory in a structured way, while the Lead1Pass engine and verified question bank provide the timed rehearsal — together they cover preparation from both directions.

SAP Certified Associate - SAP Generative AI Developer Sample Questions:

Question #1

You want to assign urgency and sentiment categories to a large number of customer emails. You want to get a valid json string output for creating custom applications. You decide to develop a prompt for the same using generative Al hub.
What is the main purpose of the following code in this context?
prompt_test = """Your task is to extract and categorize messages. Here are some examples:
{{?technique_examples}}
Use the examples when extract and categorize the following message:
{{?input}}
Extract and return a json with the following keys and values:
-"urgency" as one of {{?urgency}}
-"sentiment" as one of {{?sentiment}}
"categories" list of the best matching support category tags from: {{?categories}} Your complete message should be a valid json string that can be read directly and only contains the keys mentioned in t import random random.seed(42) k = 3 examples random. sample (dev_set, k) example_template = """<example> {example_input} examples
'\n---\n'.join([example_template.format(example_input=example ["message"], example_output=json.dumps (example[ f_test = partial (send_request, prompt=prompt_test, technique_examples examples, **option_lists) response = f_test(input=mail["message"])

A. Train a language model from scratch
B. Evaluate the performance of a language model using few-shot learning
C. Preprocess a dataset for machine learning
D. Generate random examples for language model training

Reveal Solution Discussion 0

Correct Answer: B 🗳️