1Z0-1155-2 Oracle Fusion AI Agent Studio Developer Professional

Which ESS process needs to be executed when a Document Type Tool is created before an agent can use the document?. HCM Access Control List Ingestion. Create Summary Using Generative AI. Process Agent Documents.

You are debugging a published Benefits Policy Advisor agent in AI Agent Studio. In the Debug mode, a basic query "What does my dental plan cover?" consistently took about 11.5 seconds to respond. The trace shows a single worker agent using one Document Tool with three retrieved chunks, and no external REST calls. Stakeholders are requesting improved response times without lowering answer quality. What steps can you take to analyze and reduce response time while maintaining answer quality?. Switch to a larger LLM to improve reasoning, expecting faster responses by default. Increase the number of retrieved chunks in the Document Tool to provide the model with more context per question. Review and streamline the prompt and topic instruction to reduce verbosity and overall request size, then retest latency in the Debug mode. Review the Debug trace for redundant tool calls and reduce the document set or adjust chunking to minimize the retrieval payload size.

How does the use of multiple agents impact the execution of subtasks in multi-faceted workflows?. It accesses subtasks sequentially, increasing completion time. It allows subtasks to run concurrently, reducing the overall completion time. It increases the risk of errors without affecting completion time.

You are tasked with creating an agent that provides customer service representatives with product return instructions. The business requires that the agent matches the official return policy and that any errors are identified before deployment. How can you confirm that the agent's responses are correct and meet business requirements?. Test the agent with real-world questions and verify answers against the official policy. Have each customer service representative approve the responses individually before the agent is launched. Review against the documentation provided by the agent.

During offline testing an implementer configures evaluation metrics to compare two AI Agent runs. One run shows lower latency but slightly reduced correctness, while the other has higher correctness but higher token consumption. If the implementer's goal is production optimization for large-scale rollout, which approach aligns with Oracle's best practices?. Select the run with lower latency because correctness can always be fine-tuned later through user feedback loops and reinforcement learning. Select runs based on comparative analysis, where correctness remains the primary factor unless SLA demands explicit prioritization of cost/latency. Merge both runs into a hybrid evaluation, combining correctness and latency scores into an averaged metric for balanced optimization.

As an implementer of AI agents, you are responsible for evaluating their performance. In addition to verifying the accuracy of responses, you are also provided with latency and token metrics for each interaction. Why is it important to consider latency and token metrics alongside correctness when assessing the overall performance of an AI agent?. While latency and tokens help ensure the actual outputs generated adhere to the formatting and structural requirements of the expected responses, correctness checks only logical consistency. While latency and tokens directly control whether a response is marked "Complete" or not, correctness validates the factual match with expected outputs. While latency and tokens evaluate the efficiency and cost-performance of the agent, correctness evaluates semantic alignment and factual match.

What is the correct code for referencing a Topic associated with an agent in a system prompt or tool expression in Oracle Fusion AI Agent Studio?. $agent>topic.code. $agent.topic.code. $agent%topic.code.

A global company wants its Oracle Fusion AI Agent Studio agent to provide customer support in multiple languages. The company has different policies and procedures for each region, and wants to ensure that users receive guidance in their local language and according to their region's rules. How should you organize Topics to support this requirement?. Use a single Topic with all translations and policies combined. Upload regional policy documents with a Document Tool. Create Topics by language and region.

A financial services company uses Oracle Fusion AI Agent Studio to provide agents that answer regulatory compliance questions. Regulations change frequently, and the company wants updates to appear across applicable agents without editing agents one by one. How can you manage compliance- related instructions for multiple agents?. Create a reusable compliance Topic and link it to the relevant agentS. Add the compliance manual as a Document Tool inside those agents. Configure a supervisor agent to inject compliance guidance into workers at runtime. Embed compliance guidance in the prompts of all necessary agents.

A Solution Architect is reviewing the results of Oracle AI Studio's Automated Testing to evaluate the quality of new AI agents before production deployment. Which metric is primarily used in Oracle AI Studio Automated Testing to determine if agent responses meet expectations?. User satisfaction scored measure during live A/B testing with real users. Latency of response generation from input to output. Correctness of the generated response compared to expected answers. Token efficiency relative to test set averages.

You are leading a project to implement a new AI agent in Oracle Fusion Applications that will access sensitive employee data and interact with external APIs. Management has requested a clear explanation of the measures in place to protect against unauthorized data access, prevent inappropriate responses, and safeguard personal information. How does the solution address these security and compliance requirements?. By applying role-based access controls, enforcing API authentication, and enabling Oracle's guardrails for toxicity and prompt injection. By implementing context-specific prompts and disabling audit trails in the AI agent configuration. By granting open access to all available tools and APIs within the agent to streamline integration, restricting security check, and monitoring procedures exclusively to data exchanged with external sources. By using topics to set tone and style, while relying on external providers for all security enforcement.

An AI Agent in Fusion Applications is experiencing inconsistent prompt performance due to an unclear system prompt. Industry best practices for prompt engineering emphasize the importance of clarity and logical organization. What approach should be used to structure the system prompt to maximize clarity and maintainability?. Use all prompt details in order of perceived user importance, combining instructions, inputs, and persona information together. Break the prompt into clearly defined sections by type such as persona, instructions, inputs, and desired outputs explicitly labeling each section. Integrate persona, instructions, input, and outcomes into a single narrative paragraph without demarcation.

A Benefits Enrollment AI Agent is designed to help employees enroll in benefits by collecting information about their dependents and subsequently ensuring that the chosen health plan is correctly linked to those dependents. During testing you notice that although the agent prompts the employee to enter dependent details in one step and to select a health plan in the next step, the submitted plan does not link the selected dependents as intended. How should you refine the setup to ensure context is retained across steps?. Configure session variables to hold dependent details so that they remain available when the health plan is selected. Adjust the prompt, so that the model references earlier text in the conversation instead of storing details explicitly. Set up separate workflows for dependents and health plans, each handling its own step.

A company wants to ensure that all Agent Teams handling different HR processes follow the same escalation logic and response style. How should the escalation logic and response style policies be attached to the Agent Teams?. Create a shared Topic for escalation logic and a separate Topic for response style. Upload separate escalation and response style documents to the Document Tool. Assign a Business Object Tool to query escalation logic and response style documents.

During testing your Recruiting AI Agent frequently provides incomplete answers when candidates ask about their job application status. How can you refine the system prompt to improve the clarity and reliability of the agent's responses?. Make the system prompt longer by adding more information, regardless of structure. Break the system prompt into concise, step-by-step instructions that clearly outline the agent's expected actions. Use a complex JSON structure for the prompt to improve parsing.

An AI Agent Studio administrator needs to update an existing Agent Team to ensure that new policy documents are accessible to agents at runtime. What is the recommended process for uploading new policy documents and making them available to the Agent Team during runtime?. Link new policy documents in a Topic and attach the topic to the Agent Team to grant access. Add the policy documents as file attachments in the agent's workflow settings. Upload the new documents directly to the Document Tool and then run the Process Agent Documents ESS process. Remove all existing tools from the Agent Team and create a new Document Tool for each policy update.

Following a recent quarterly update, users have reported that an agent is no longer able to retrieve invoices. What is the root cause of this issue?. The quarterly update changed the API version path (e.g. from 11.13.18.05 to 11.13.18.06) for custom business objects. The agent's prompt and topics were overwritten during the update, leading to incomplete conversational flows. The quarterly update deprecated the REST API, requiring all integrations to switch to SOAP or a custom object.

Which duty role should be assigned to allow a user to interact with AI Agent in the application?. Fai Genai Agent Runtime Duty. Fai Genai Agent HCM Administrator Duty. Fai Genai Manager Duty. Fai Genai Manager Job.

You are designing an agent in Oracle Fusion AI Agent Studio to help employees retrieve their pay records, view payslip details, and calculate their total pay for a given year. The agent must strictly enforce access controls so users can only view their own data. Which configuration meets these requirements?. Configure a Document Tool with pay policy PDFs and assign a Topic for pay calculations. Use an External REST Tool to connect to an external payroll provider and a Document Tool for pay statements. Set up a Calculator Tool for pay calculations and a Document Tool to provide pay policy information. Use a Business Object Tool for pay data, a Deep Link for payslip details, a Calculator Tool for pay calculation, and the Context Tool to enforce user-level access controls.

After adding and configuring all tasks in a Guided Journey, which statement describes activation and preview steps for a Guided Journey in Oracle Fusion Applications?. Preview the journey and assign security roles for activation. Preview is required, activation is optional. Activation and preview are both required steps. Only activation is required, preview is recommended.

You are configuring an AI agent to answer HR questions and want it to appear on the employee homepage in Oracle Fusion Applications. After completing the Agent Team setup in AI Agent Studio, what steps are required to finalize the Guided Journey and homepage configuration?. In AI Agent Studio, assign a Business Object Tool to the agent and update agent security for homepage availability. In Guided Journeys, create a new journey and add a task referencing the agent before activating and noting its generated code. In the Oracle Fusion Application menu, duplicate the Agent Team and map it to the Guided Journey homepage via a schedule process. In Visual Builder Studio, edit page properties and input the Guided Journey code in the dedicated field for homepage integration.

You are configuring an AI agent to be deployed within Oracle Fusion Applications so that it is available to end users from the application homepage. Which two actions are required to deploy the agent using a Guided Journey?. Enter the Guided Journey code into the homepage page properties via Visual Builder Studio. Assign the Guided Journey to a seeded Business Object tool for data access and interaction with application objects. Create a Guided Journey and add a Task type of "agent", referencing your workflow agent. Configure the agent's access in Security Console and map permissions to user roles for agent runtime support.

Which operation types are supported when creating a business object in Oracle Fusion's AI Agent Studio?. HTTP GET, HTTP POST, HTTP HEAD. HTTP PATCH, HTTP HEAD, HTTP OPTIONS, HTTP GET. HTTP GET, HTTP POST, HTTP PUT, HTTP DELETE. HTTP TRACE, HTTP CONNECT, HTTP SEARCH, HTTP POST.

Which of these is a feature of the pre-built 'My Team' Business Object tool in Oracle AI Agent Studio?. It uses the get_worker_assignment function to retrieve team details. It provides a list of all employees in the entire organization. It only returns workers who report directly to the logged-in user. It includes a pre-built function called search_for_workers for querying team members.

You are building a custom AI agent to assist sales representatives with opportunity management. You have already created a business object to retrieve opportunity details and added a function to get all opportunities. When adding a new business object function using "Add from Specification" to retrieve opportunity details by opportunity number, which operation should you select from the Operations list?. Create opportunity (create_opportunity) with a parameter for opportunity number. Update opportunity (update_opportunity) with a parameter for opportunity number. Get all opportunities (getall_opportunities) with a filter on opportunity number. Get opportunity details (getOpportunityDetails) with a parameter for opportunity number.

You are building an AI agent to connect external services with Oracle Fusion Applications. The agent retrieves data via an external API and sends notifications through an internal REST API. You have also set up the worker agent with Tools and Topics. What should you configure in an External REST API Tool in Oracle AI Agent Studio to ensure the agent can successfully interact with an external service?. A set of sample questions and answers related to the external service along with a brief description of the agent's purpose. The API response schema supported error codes and any required mapping to Fusion objects. The endpoint URL, HTTP operation, and authentication details for the external API. A link to an external resource with authentication on the external API and a list of supported tools.

A Solution Architect is reviewing how Oracle Fusion AI Agents can interact with external systems and services. Which two features do Oracle Fusion AI Agents offer for integrating with external services and APIs?. Direct upload of data files to connect with external services. Restricting configuration to internal REST APIs only for security reasons. Seamless integration with internal systems through Oracle Integration Cloud or prebuilt connectors. External tools for platform extensions (such as Slack or Microsoft Teams) via structured REST API endpoints.

You are designing an agent on Oracle Fusion AI Agent Studio. The agent must retrieve live inventory data from Fusion SCM, ensure that each manager only sees inventory for locations they are authorized to access, and allow for future integration with logistics partners. How can this requirement be addressed?. Upload inventory spreadsheets regularly using a Document Tool and assign Topics for each warehouse. Add a Business Object Tool for inventory with role-based access and configure an external REST call. Combine a Document Tool for inventory record storage with a Deep Link Tool to logistics partner portals. Assign a Deep Link Tool to the inventory dashboard and use a Calculator Tool for stock estimates.

An Outbound Compliance Advisor agent receives the query, "What placards do I need for shipment ABC123?" The Debug mode shows the following tool usage: (1) External REST (verb search), (2) Document Tool (internal compliance PDF), and (3) Deep Link to a shipment page. The shipping team prefers responses grounded solely in internal policy and wants to minimize the number of tool calls. What modification should you make to reduce tool calls while ensuring answers are based only on internal policy?. Keep all existing Tools active and expand the policy coverage by uploading a larger, more comprehensive internal PDF, expecting the agent to favor it when responding. Disable the Deep Link capability so users remain within Fusion but without navigation shortcuts, even if that does not alter which knowledge source the agent consults first. Direct the agent to use the Document Tool for compliance and disable/remove unneeded tools like the external REST and navigation Deep Link to satisfy requirements. Replace the document-based policy reference with a Business Object configuration so the agent retrieves similar guidance from transactional endpoints instead of documents.

You are a developer tasked with creating a custom AI agent to assist sales teams in retrieving opportunity details. You have set up a business object function that retrieves opportunity data using the getall_opportunities operation. However, during testing, you notice that the agent does not return the expected results for specific opportunity queries. How should you configure the AI agent to display only selected columns from the REST API response while still retrieving all columns during the data fetch?. Select the specific fields required in the "Parameters and Business Object Fields" section. Update the business object function to include all the fields and then filter the results manually via standard custom coding. elect a different business object that only retrieves the required fields.

An Implementation Consultant needs to create a custom admin role for AI Agent Studio that can manage agent permissions and access across multiple Fusion Cloud applications. Which step in the Security Console is essential to enable this capability?. Assign a custom role to the user, add all desired privilege codes, and manually adjust data security policy assignments for each Agent Team. Add a custom role to the user and enable the Access Intelligent Agent Chat privilege. Enable permission groups for the custom role and assign the relevant duty roles for each product family.

An Oracle Fusion Implementation team needs to grant an administrator full configuration and management access in AI Agent Studio for both the HCM and SCM product families. The administrator must be able to manage agents and permissions across both areas. What's the required setup to provide the user with full administrator access to AI Agent Studio for both HCM and SCM?. Assign only the Application Implementation Consultant role to the user. Assign the HCM Application Administrator and SCM Application Administrator roles without enabling permission groups. Assign only Fai Genai Agent Runtime Duty to the user. Enable permission groups, assign the Supply Chain Application Administrator role for SCM, and create a custom HCM admin role with permission groups and the required duty roles for HCM.

In Oracle AI Studio, what is the core difference between Agent Tracing and Prompt Tracing?. Agent Tracing is tied to compliance evaluation workflows and scoring, while Prompt Tracing is dedicated to evaluation dataset management and scoring alignment. Agent Tracing provides step-by-step visualization of multi-step agent executions, while Prompt Tracing focuses on the details of a single prompt execution. Agent Tracing provides full visibility into latency, token usage, model performance at the agent level, while Prompt Tracing isolates the performance analysis of each prompt individually.

How does context information contribute to the effectiveness of Agent Tracing in Oracle AI Studio?. By automatically correlating offline testing correctness metrics with online A/B testing outcomes to generate consolidated evaluation insights, enabling data-driven decision-making. By summarizing evaluation set performance metrics, user satisfaction scores, and aggregate results across multiple testing runs, providing a high-level overview of agent performance. By providing usernames, start times, agent memory, prompts, topics, and instructions associated with each trace, allowing for more detailed analysis and debugging.

The system prompt for a Benefits Agent currently says: "Display benefit enrollment data elements." Employees testing the agent have reported that the responses are confusing and too system-oriented. How should you refine the system prompt to improve clarity and user experience?. Add more policy-related terminology so it matches the Benefits policies. Include coverage codes and enrollment attributes to make the prompt more precise. Rephrase the prompt to, "Show my current health plan and who is covered. Keep the existing prompt but provide examples of enrollment data.

A developer needs to allow users to open the Payables Invoices work area directly from an agent to edit invoices. Which configuration enables this navigation from the agent?. Add a Document Tool containing the invoices policy and page link, and assign the tool to the Agent Team for user access. Create a deep link with the instance-relative URL, associate it with a Deep Link Tool, and assign the tool to the Agent Team. Configure an External REST Tool for the instance, specify the invoices endpoint, and assign the tool to the Agent Team for navigation.

A consulting team is tasked with integrating Oracle AI Agent Studio with a third-party HR system to enable real-time synchronization of employee records. The solution must support bi-directional, structured read and write operations within Fusion Applications and fully comply with enterprise security policies. Which tool combination should they configure?. Deep Link Tool and User Session Tool. External REST Tool and Business Object Tool. Document Tool and Deep Link Tool. External REST Tool and Deep Link Tool.

A Leave & Absence agent in Fusion Applications frequently receives vague user queries such as "show leave". The agent responds inconsistently, sometimes displaying leave balances and other times showing company leave policies. As a prompt designer, what should you do to improve accuracy?. Keep the system prompt minimal and allow the AI model to infer intent from the user's context. Define clear rules in the system prompt for handling ambiguous queries and instruct the agent to ask users for clarification when needed. Require users to phrase all questions as full sentences to enhance the model's intent recognition.

A developer is designing a business object to query and update Benefits for an employee using the benefitEnrollments REST API function. How can you query details from a single enrollment?. Add the EnrollmentResultId parameter to the Parameters and Business Object fields. Add the /hcmRestApi/resources/11.13.18.05/benefitEnrollments/{EnrollmentResultId} parameter to the Resource Path. Use the Add from Specification option to create a Business Object function for benefitEnrollments.

You are tasked with deploying a new Guided Journey that includes an AI agent within Oracle Fusion Applications. During deployment, at what stage do you embed the code necessary to display your Guided Journey agent on the desired application page?. When modifying the navigation menu options in Visual Builder Studio to enable agent visibility. When creating a new business object in Visual Builder Studio for storing agent journey codes. When updating the Page Properties section in Visual Builder Studio to include the Guided Journey code.

A project team has prepared and activated a Guided Journey linked to a newly developed agent, but users are reporting that the AI assistant is not appearing as expected on the responsive homepage. Which two reasons explain why the embedded agent is not visible to users after deployment?. The Agent Team has not been published within AI Agent Studio. The Guided Journey is in the draft status. The homepage layout was customized after the Guided Journey was embedded, which overrides the agent display settings. The Guided Journey code was entered in a property field not associated with the homepage experience.

A project team has activated a Guided Journey for a new AI agent designed to assist with onboarding queries. As an administrator, you need to verify that the agent is properly embedded and test its visibility on the user homepage. Which action should you perform in Visual Builder Studio to confirm that the Guided Journey agent is visible to users on the homepage?. Enter the Guided Journey code in homepage properties and preview the page. Edit the Visual Builder Studio template, update workflow triggers, and publish the homepage. Add the Guided Journey agent code to homepage properties and use the preview function to confirm appearance.

You have embedded an AI agent using a Guided Journey. Why is it recommended to use Preview mode in Visual Builder Studio before publishing changes that include an embedded AI agent?. Preview mode is required to generate the Guided Journey's activation code. Preview mode validates that the Guided Journey agent appears and functions as expected. Preview mode ensures homepage custom themes are not overwritten during deployment. Preview mode automatically corrects misconfigured agent roles before publishing.

A business unit needs to restrict access to a specific Agent Team in Oracle AI Agent Studio so that only HR specialists can access it. Which configuration step is required to enforce this access control?. Assign the Agent Team to a custom HR specialist role with permission groups enabled and the relevant functional security policies. Assign the Agent Team to the Application Implementation Consultant role and restrict access via menu configuration. Assign the Agent Team to a custom role with the Access Intelligent Agent Chat privilege and restrict assignment to HR specialists.

An Oracle Fusion AI agent accesses payroll data from an external provider using a REST API. The company wants to ensure that all sensitive data access is logged and that only authorized HR users can query payroll data. How can these security and compliance requirements be met?. Allow all authenticated users to access payroll data and use HTTP endpoints for improved performance. Enable detailed audit logging for payroll data access and use HTTPS endpoints. Require multi-factor authentication for agent access and allow department managers to approve payroll queries. Configure the REST tool to log all data access events and restrict agent access to users with the designated HR role.

You are a developer tasked with creating a custom AI agent to assist sales representatives with opportunity management. The agent needs to integrate with an external API that requires OAuth 2.0 authentication and has specific data encryption requirements. What should you use to ensure secure authentication and data encryption when integrating the AI agent with the external API?. OpenID Connect and data encryption using RSA. OAuth 2.0 and data encryption using AES-256. Basic authentication and SSL/TLS encryption. OAuth 2.0 and data encryption using PGP.

Which component in an AI agent is used to assign Oracle Fusion role-based security configurations?. Tools. Agent. Agent Team. Business Object.

A financial services company wants its agent to provide tailored guidance for regulatory compliance, tax, and audit queries, ensuring each type of inquiry is handled with the correct logic and escalation path. How should Topics be configured to support this requirement in Oracle AI Agent Studio?. Create separate Topics for regulatory, tax, audit queries. Assign a single Topic for regulatory, tax, audit queries. Configure a Business Object Tool for regulatory, tax, and audit queries.

In Oracle AI Studio, what is the significance of offline testing compared to online A/B testing?. Offline testing validates latency and token consumption before production, while A/B testing measures user engagement metrics after deployment. Offline testing ensures evaluation against reference answers before launch, while A/B testing checks live user satisfaction metrics after launch. Offline testing automates the testing process, while A/B testing requires manual intervention to access agent performance. Offline testing focuses on optimizing agent performance, while A/B testing evaluates the effectiveness of different agent configurations.

A company wants its administrators to have configuration and deployment capabilities while allowing end users to interact with published agents. Which roles should be assigned to each group to ensure appropriate access control?. Assign product family-specific admin roles with permission groups enabled for administrators, and create a custom Explorer role with the Access Intelligent Agent Chat privilege for end users,. Assign the Application Implementation Consultant role with permission groups for administrators, and create a custom Explorer role with the Access Intelligent Agent Chat privilege for end users. Assign the Application Implementation Consultant role with permission groups for administrators, and restrict agent configuration via menu access.