Your Comprehensive Guide to Building Enterprise AI Agents

Welcome to our comprehensive learning path for Fusion AI Agent Studio! This blog series is designed to guide you at every stage of your AI journey – whether you are new to the platform or aiming to optimize your AI agent workflows within Oracle Fusion Cloud Applications. 

Each article will walk you through key concepts, best practices, and practical solutions, with easy-to-follow steps and deep-dive resources for continued learning. Our goal is to make building, configuring, and deploying AI agents simple, secure, and impactful for your organization.

Follow along as we break down complex topics and empower you to get the most out of Fusion AI Agent Studio.

1. Overview

  • Why the Future of Enterprise AI is Built In, Not Bolted On [Coming Soon]
  • Understanding AI Agent Studio: A Foundation for Enterprise Intelligence [Coming Soon]
  • AI Agents – Key Components [Coming Soon]
  • Agentic Patterns in AI Agent Studio (Workflow Agents vs Hierarchical Agents) [Coming Soon]

2. Getting Started

  • Security Configurations [Coming Soon]
  • Delivered Templates: Seeded Agents and Continuous Enhancements [Coming Soon]

3. Hierarchical Agents

  • Introducing Hierarchical Agents [Coming Soon]
  • Use Cases for Hierarchical Agents [Coming Soon]

Tool Types in Hierarchical Agents

  • Document Tool [Coming Soon]
  • Business Object Tool [Coming Soon]
  • Email Tool [Coming Soon]
  • External REST Tool [Coming Soon]
  • User Session Tool [Coming Soon]
  • Calculator Tool [Coming Soon]
  • MultiFile Processor Tool [Coming Soon]
  • MCP Tool [Coming Soon]
  • System Prompt vs Summarization Prompt [Coming Soon]

💡 Technical Solutions for Hierarchical Agents

Explore practical technical solutions and implementation examples:

  • Implementing RAG Document Tool with Best Practices [Coming Soon]
  • Configuring External REST Tool for Third-Party API Integration [Coming Soon]
  • MultiFileProcessor for Document Processing [Coming Soon]

4. Workflow Agents

Workflow Agents – Node Types

  • Node Types Summary [Coming Soon]
  • AI Nodes (LLM, Agent, Workflow, RAG Document Tool) [Coming Soon]
  • Data Nodes (Document Processor, Business Object, External REST, Tool, Vector DB) [Coming Soon]
  • Logic Nodes (Set Variables, Code) [Coming Soon]
  • Workflow Control Nodes (Human Approval, If, For Loop, While Loop, Switch, Run in Parallel, Wait, Return) [Coming Soon]
  • Communication Nodes (Send Email) [Coming Soon]

💡 Technical Solutions for Workflow Agents

Explore practical technical solutions and implementation examples:

  • Business Object Node: Pagination [Coming Soon]
  • File Upload via Chat: Implementing MultiFileProcessor Tool [Coming Soon]
  • Email Trigger: Configuring Inbound Email Processing [Coming Soon]
  • Vector DB Read/Write [Coming Soon]
  • Code Node: Data Transformation and Business Logic [Coming Soon]
  • Workflow and Agent Nodes: Creating Reusable Building Blocks [Coming Soon]
  • Using Human Approval Node [Coming Soon]

5. Monitoring, Evaluation, and Traceability (METRO)

  • Introducing METRO: Why Evaluations Matter [Coming Soon]

Evaluations

  • Creating Evaluation Sets [Coming Soon]
  • Running Benchmarks [Coming Soon]
  • Analyzing Results and Improving Performance [Coming Soon]

Monitoring and Tracing

  • Dashboards & Metrics [Coming Soon]
  • Accuracy, Latency, Token Usage [Coming Soon]
  • Execution Timeline, Metadata, and Context [Coming Soon]

6. Connecting the Ecosystem

  • InvokeAsync API: Accessing Agents Externally [Coming Soon]
  • External Data Sources and Connectivity [Coming Soon]
  • Agent-to-Agent (A2A) Communication and Agent Card Configuration [Coming Soon]
  • Using Model Context Protocol (MCP) [Coming Soon]

7. Prompt Engineering

  • Basics of Prompt Engineering [Coming Soon]
  • Best Practices for Prompts [Coming Soon]
  • Sample Prompts and Real-World Examples [Coming Soon]

8. Miscellaneous Topics

  • Troubleshooting Tips and Techniques [Coming Soon]
  • Deployment Options: Guided Journeys and Embedded Agents [Coming Soon]
  • Optimization and Performance Tuning [Coming Soon]

Start Your Fusion AI Agent Studio Journey!

Explore the comprehensive modules above and master the art of building intelligent, enterprise-grade AI agents. Each topic in this series will provide you with in-depth tutorials, practical examples, and expert guidance to transform your organization’s automation capabilities.

Built In. Not Bolted On.