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SAP C_BCBAI_2502 Exam Syllabus Topics:

Topic	Details
Topic 1	Business AI Solutions Positioning: Covers how to effectively position SAP’s Business AI offerings within the SAP Business Suite to support intelligent enterprise goals.
Topic 2	Integration with SAP Ecosystem: Highlights how SAP AI integrates with solutions like SAP S 4HANA, SAP Customer Experience, and SAP BTP for end-to-end process optimization.
Topic 3	Understanding SAP AI Value Proposition: Explains the core benefits and strategic impact of SAP’s AI technologies on business efficiency and innovation.

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SAP Certified Associate - Positioning SAP Business AI Solutions as part of SAP Business Suite Sample Questions (Q17-Q22):

NEW QUESTION # 17
How does SAP AI contribute to personalized marketing campaigns? Note: There are 2 correct answers to this question.

A. AI-driven customer segmentation
B. Manual campaign execution
C. Automated payroll processing
D. Predictive analytics for targeted marketing

Answer: A,D

Explanation:
SAP AI enhances personalized marketing campaigns by leveraging data-driven insights and predictive analytics to tailor customer experiences. The correct answers are AI-driven customer segmentation and predictive analytics for targeted marketing, as these are core contributions of SAP AI to marketing.
SAP documentation states: "AI in sales and marketing helps automate and enhance tasks such as customer segmentation, lead generation, and personalized advertising. It uses data analysis to predict customer behavior, optimize campaign performance, and improve decision-making." AI-driven customer segmentation, part of SAP AI for Marketing within SAP Customer Experience, enables "sophisticated campaigns by segmenting customers based on behavior, preferences, and lifecycle stages," ensuring personalized outreach.
Predictive analytics for targeted marketing supports "predicting customer behavior" by analyzing historical data to optimize campaign targeting, as seen in SAP Sales Cloud's ability to "turn prospects into customers using instant account insights." Miele Professional's use of AI in SAP Commerce Cloud illustrates personalized marketing through tailored customer experiences.
The incorrect options-manual campaign execution and automated payroll processing-are not relevant.
Manual campaign execution contradicts SAP's automation focus, and automated payroll processing is an HR function, not marketing-related. SAP's emphasis on AI-driven marketing solutions confirms the selected contributions.

NEW QUESTION # 18
Which of the following API types does SAP recommend to use to achieve clean core integrations? Note:
There are 2 correct answers to this question.

A. RFC
B. OData
C. Doc
D. SOAP

Answer: B,D

Explanation:
SAP recommends specific API types to achieve clean core integrations, ensuring extensibility and maintainability in cloud-based SAP systems. The correct answers are SOAP and OData, as these are explicitly documented as preferred API types for clean core integrations.
SAP documentation explains: "To achieve clean core integrations in SAP S/4HANA Cloud and other cloud solutions, SAP recommends using modern API types such as OData and SOAP for seamless connectivity and extensibility." OData (Open Data Protocol) is widely used for "REST-based integrations," enabling
"standardized, scalable access to SAP data and processes" in solutions like SAP S/4HANA Cloud. SOAP (Simple Object Access Protocol) is recommended for "secure, reliable integrations," particularly in scenarios requiring structured data exchange, such as financial transactions. These API types support SAP's clean core strategy by "minimizing custom code and ensuring upgradability." The incorrect options-RFC and Doc-are not recommended for clean core integrations. RFC (Remote Function Call) is a legacy protocol, less suitable for modern cloud architectures due to its complexity and lack of standardization. Doc is not a recognized API type in SAP's integration framework. SAP's emphasis on clean core principles, as seen in SAP Business Technology Platformintegrations, confirms the preference for SOAP and OData.

NEW QUESTION # 19
What is the role of SAP AI Core in Business AI solutions? Please choose the correct answer.

A. It is used for HR management exclusively
B. It replaces all manual business processes
C. It is a hardware-based AI computing solution
D. It provides an infrastructure for developing and running AI models

Answer: D

Explanation:
SAP AI Core serves as a foundational platform for developing and deploying AI models within SAP Business AI solutions. The correct answer is "It provides an infrastructure for developing and running AI models," as this is its primary role according to SAP documentation.
SAP documentation explains: "SAP AI Core is a cloud-based platform that provides the infrastructure for developing, training, and running AI models at scale. It supports machine learning, natural language processing, and other AI capabilities, enabling organizations to integrate AI into their business processes." SAP AI Core facilitates "custom AI model development" and "seamless integration with SAP applications," such as SAP S/4HANA and SAP Customer Experience, to power solutions like predictive analytics and fraud detection. For example, it supports "training models for demand forecasting" in supply chain operations, ensuring scalability and performance.
The incorrect options are not accurate. Replacing all manual business processes is an overstatement, as SAP AI Core focuses on AI model infrastructure, not process replacement. It is not used exclusively for HR management, as it supports multiple domains. It is not a hardware-based solution, as it operates in the cloud.
SAP AI Core's role as an AI infrastructure platform, as seen in SAP's AI framework, confirms its purpose.

NEW QUESTION # 20
What AI-driven functionalities does SAP Business AI offer?
There are 3 correct answers to this question.
Response:

A. Predictive analytics for decision-making
B. Conversational AI for customer interactions
C. Machine learning automation
D. Legacy system processing without AI
E. Manual sales reporting

Answer: A,B,C

NEW QUESTION # 21
Which SAP AI solutions enhance real-time decision-making for businesses?
There are 3 correct answers to this question.
Response:

A. SAP Conversational AI
B. SAP Extended Warehouse Management
C. SAP AI Core
D. SAP Business Warehouse
E. SAP Predictive Analytics

Answer: A,C,E

NEW QUESTION # 22
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TAKE YOUR SAP C_BCBAI_2502 PRACTICE EXAM IN DIFFERENT FORMATS

Take Your SAP C_BCBAI_2502 Practice Exam In Different Formats