1z0-1145-1 Oracle Fusion AI Agent Studio Foundations Associate - Rel 1 Questions and Answers

Comprehensive and Detailed Explanation:

Cloning an OOTB agent template is standard practice when an organization needs to extend core functionality or customize behavior. By cloning, users can:

Add unique tools or integrations specific to their business scenario (B)

Modify system prompts and topics for branding, regulatory, or operational needs (C)Oracle documentation:

“Cloning templates provides a safe, supported method for introducing organization-specific enhancements and ensures upgrades or changes do not impact the standard baseline agents.”

(Reference: Oracle Fusion AI Agent Studio Customization Guide, 2024, p. 35)

Bypassing security controls (A) is not permitted, and direct Marketplace publishing (D) is not standard for internal clones.

Practical takeaway:Clone OOTB agents for scalable, controlled customizations.

Comprehensive and Detailed Explanation:

Oracle AI Agent Studio workflows support the inclusion of both External REST tools and Business Object tools. The External REST tool extends integration to any third-party system with an accessible API, enabling cross-application process automation. The Business Object tool is foundational for internal Fusion data access and transactions, underpinning many agent-driven business scenarios.

Oracle states:

“Agent workflows are modular, allowing developers to insert tools such as Business Object tools for internal data access and External REST tools for integrating external platforms. This flexibility supports a wide range of enterprise automations.”

(Reference: Oracle Fusion AI Agent Studio Workflow Reference, 2024, p. 26)

Formula Builder and Survey tools are not standard workflow options in this context.

Practical takeaway:For robust workflow design, combine Business Object and External REST tools.

Comprehensive and Detailed Explanation:

Secure and up-to-date data retrieval in Oracle Fusion is best achieved by configuring the agent to access business objects within Fusion itself, where data governance, security policies, and real-time updates are enforced.

From the official documentation:

“Business objects in Fusion Applications are subject to strict security and data freshness guarantees. Agents configured to interact directly with these objects inherit these protections, ensuring all data retrieved is current and appropriately secured.”

(Reference: Oracle Fusion AI Agent Studio Data Security Guide, 2024, p. 28)

Other methods either obscure data, risk data loss, or weaken security.

Practical takeaway:Always utilize native business object access for secure, real-time data.

Comprehensive and Detailed Explanation:

Industry-specific compliance is achieved by directly incorporating relevant language into both the agent’s system prompt and its topics. Adding topics (Option A) ensures that each type of promotion is addressed in context with specific compliance details. Updating the system prompt (Option D) enables the agent to always include mandatory compliance language when generating summaries.

The official Oracle documentation states:

“Customizing system prompts and topics is essential when regulatory or compliance requirements vary by business unit or product line. Prompts can include fixed compliance disclaimers, and topics can be expanded to address promotion-specific rules.”

(Reference: Oracle Fusion AI Agent Studio Customization Guide, “Embedding Compliance in AI Agent Outputs,” 2024, p. 54)

Removing access to past data (B) or merely changing the language model (C) does not address compliance directly.

Practical takeaway:Embed compliance at both the conversation and prompt levels for legal assurance.

Comprehensive and Detailed Explanation:

The Metrics Reporting Dashboard is the centralized, real-time analytics hub within Oracle Fusion AI Agent Studio. It provides visualizations and reports on correctness, safety, token usage, and other key metrics, empowering analysts to track trends and quickly identify performance or compliance issues.

Oracle states:

“The Metrics Reporting Dashboard aggregates performance and safety metrics, updating continuously for comprehensive agent oversight.”

(Reference: Oracle Fusion AI Agent Studio Reporting Guide, 2024, p. 43)

Token usage and evaluation sets offer only partial or historical data.

Practical takeaway:Use the dashboard for consolidated, up-to-date agent quality insights.

Comprehensive and Detailed Explanation:

To objectively measure and compare the output quality of two agent versions, Oracle Fusion AI Agent Studio provides evaluation tools that run both versions against the same test inputs and reference outputs. This process, called evaluation testing, reveals differences in correctness, reliability, and performance.

From Oracle’s documentation:

“By executing standardized evaluation sets across different agent versions, users can pinpoint improvements or regressions in agent logic, ensuring each update delivers quantifiable quality gains.”

(Reference: Oracle AI Agent Studio Evaluation Guide, 2024, p. 19)

Token counts reflect cost, not quality. Changing prompts mid-operation is not a valid assessment approach.

Practical takeaway:Always use evaluation sets for scientific, reproducible agent quality assessment.

Comprehensive and Detailed Explanation:

Thecorrectness scoreevaluates how accurately the agent’s responses match expected outcomes, whilemedian/P99 latencymeasures responsiveness and consistency in real-world conditions. Monitoring these metrics provides immediate feedback on agent quality and user experience.

Oracle documents:

“Dashboards display correctness, latency, and other operational metrics in real time, allowing continuous monitoring and rapid intervention if performance degrades.”

(Reference: Oracle Fusion AI Agent Studio Metrics Dashboard, 2024, p. 20)

UI color and meetings are irrelevant for runtime performance.

Practical takeaway:Monitor correctness and latency for ongoing agent optimization.

Comprehensive and Detailed Explanation:

The most secure and auditable method is to introduce ahuman-in-the-loop approval stepbefore sensitive data changes are committed. This means agent-initiated updates (such as changes to employee records) are held until reviewed and approved by a designated human manager or administrator, adding a necessary compliance checkpoint.

Oracle confirms:

“Incorporating human approval for sensitive operations is a key security and compliance feature, reducing risk and ensuring regulatory and organizational controls are enforced for critical data changes.”

(Reference: Oracle Fusion AI Agent Studio Security Practices, 2024, p. 33)

Automated alerts (A) and restricted hours (C) are useful but do not provide direct control or prevent unauthorized changes in real time.

Practical takeaway:Always use approval workflows for sensitive, high-stakes data operations.

Comprehensive and Detailed Explanation:

TheExternal REST toolenables agents to interact with any external inventory management system that exposes a public API. This allows agents to retrieve live inventory data, update stock levels, or trigger workflows based on external inventory events, providing seamless integration across business platforms.

Oracle documentation:

“External REST integration is the method of choice for connecting Oracle Fusion agents to any system with an open API, ensuring real-time and secure enterprise data flows.”

(Reference: Oracle AI Agent Studio External Integration Reference, 2024, p. 28)

Business Object tool is internal; Document and Email tools do not provide external integration.

Practical takeaway:Use External REST for connecting agents with any non-Fusion API-driven system.