No connection? No problem. The online C_AIG_2412 version at ExamTorrent downloads once while you are online and then works offline on any device — planes, trains and dead zones become study sessions instead of dead time.
SAP C_AIG_2412 Exam Overview:
| Certification Vendor: | SAP |
|---|---|
| Exam Name: | SAP Certified Associate - SAP Generative AI Developer |
| Exam Number: | C_AIG_2412 |
| Real Exam Qty: | 60 |
| Available Languages: | English |
| Exam Price: | $554 USD |
| Exam Duration: | 120 minutes |
| Certificate Validity Period: | 12 months |
| Exam Format: | Multiple choice, Multiple answer, Single answer |
| Passing Score: | 65% |
| Recommended Training: | Building Applications with SAP Generative AI Hub Introduction to Generative AI in SAP Ecosystem SAP AI Core and AI Launchpad Fundamentals |
| Exam Registration: | SAP Learning Hub SAP Certification Shop |
| Sample Questions: |  |
| Exam Way: | Online proctored / Onsite at test center |
| Pre Condition: | Basic knowledge of SAP Business Technology Platform (BTP); Familiarity with cloud application development; Understanding of AI/ML concepts; Programming skills (Java, Python, Node.js recommended); Experience with APIs and integration |
| Official Syllabus URL: | https://learning.sap.com/certification/c_aig_2412-sap-certified-associate-sap-generative-ai-developer |
SAP C_AIG_2412 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: SAP's Generative AI Hub | 31% - 40% | - Building applications with generative AI services - Core concepts and capabilities - Prompt engineering and application use cases - Integration with SAP BTP |
| Topic 2: SAP AI Core | 21% - 30% | - Model deployment and management - Integration with SAP AI Launchpad - Architecture and core components - Monitoring and operations |
| Topic 3: Large Language Models (LLMs) | 21% - 30% | - Responsible AI principles and implementation - Types and characteristics of LLMs - Use cases and application scenarios - Fundamentals of LLMs |
| Topic 4: SAP Business AI | 11% - 20% | - AI services and automation capabilities - Business value and implementation examples - Embedding AI into business processes - Overview of SAP Business AI portfolio |
SAP Certified Associate - SAP Generative AI Developer Materials That Go Where You Go
Registration goes through the official channel: SAP Learning Hub SAP Certification Shop Create an account, choose a test center or online proctoring, pick your date, and pay the exam fee to confirm the appointment.
Three things set it apart. The bank is researched, not assembled — a specialized team studies question patterns for different kinds of learners, so 66 practice questions for the C_AIG_2412 exam actually match how people study. The formats are flexible — PDF, PC engine, and an online engine that works offline once downloaded. And the service is integrated — verified answers, daily updates for 365 days, and support by email or online chat at any hour.
Introduction to Generative AI in SAP Ecosystem SAP AI Core and AI Launchpad Fundamentals Building Applications with SAP Generative AI Hub An official course builds structured theory, while the verified ExamTorrent C_AIG_2412 bank supplies realistic rehearsal — together they cover the full preparation cycle.
The official SAP Certified Associate - SAP Generative AI Developer outline splits its weight like this:
- SAP AI Core (21% - 30%)
- SAP Business AI (11% - 20%)
- SAP's Generative AI Hub (31% - 40%)
Yes — that is one of the strengths of the online C_AIG_2412 version. Download it once in an online environment, and it works offline after that on any electronic device, with unlimited use wherever you are. A network outage, a long flight, a rural commute — your SAP Certified Associate - SAP Generative AI Developer study environment travels with you instead of depending on the nearest router. The PC engine and printable PDF play the same role for desk and paper study.
Around 60 questions in 120 minutes minutes. The PC engine recreates that exact environment, so practicing in it doubles as dress rehearsal for exam day — and 66 practice questions for the C_AIG_2412 exam give you plenty of runs to feel ready.
Basic knowledge of SAP Business Technology Platform (BTP); Familiarity with cloud application development; Understanding of AI/ML concepts; Programming skills (Java, Python, Node.js recommended); Experience with APIs and integration
A professional team of specialized experts, organized specifically to research question patterns and study how different learners approach the C_AIG_2412 material. Content is refined against the live SAP Certified Associate - SAP Generative AI Developer blueprint, every answer is verified before publication, and the bank keeps pace with contemporary talent development — so it serves the way people actually prepare today, not the way they did years ago.
A pass requires 65%, and sitting the exam costs $554 USD. Since every retake repeats that fee, thorough preparation with verified ExamTorrent material is the investment that protects it.
SAP Certified Associate - SAP Generative AI Developer Sample Questions:
Question #1
Which of the following executables in generative Al hub works with Anthropic models?
- A. Azure OpenAl Service
- B. GCP Vertex Al
- C. AWS Bedrock
- D. SAP AI Core
Correct Answer: C 🗳️
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Question #2
Which neural network architecture is primarily used by LLMs?
- A. Convolutional Neural Networks (CNNs)
- B. Sequential encoder-decoder architecture
- C. Recurrent neural network architecture
- D. Transformer architecture with self-attention mechanisms
Correct Answer: D 🗳️
Explanation: Only visible for ExamTorrent members. You can sign-up / login (it's free).
Question #3
What is one primary benefit of using LLMs in business applications?
- A. They enhance automation and scalability of processes
- B. They require no maintenance or updates once implemented
- C. They replace the need for human decision-making entirely
- D. They eliminate all data privacy concerns in business operations
Correct Answer: A 🗳️
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Question #4
What must be defined in an executable to train a machine learning model using SAP AI Core? Note: There are 2 correct answers to this question.
- A. Pipeline containers to be used
- B. User scripts to manually execute pipeline steps
- C. Deployment templates for SAP AI Launchpad
- D. Infrastructure resources such as CPUs or GPUs
Correct Answer: A,D 🗳️
Explanation: Only visible for ExamTorrent members. You can sign-up / login (it's free).
Question #5
How does SAP deal with vulnerability risks created by generative Al? Note: There are 2 correct answers to this question.
- A. By identifying human, technical, and exfiltration risks through an Al Security Taskforce.
- B. By implementing responsible Al use guidelines and strong product security standards.
- C. By focusing on technological advancement only.
- D. By relying on external vendors to manage security threats.
Correct Answer: A,B 🗳️
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