Transitioning to agentic automation: A webinar series by the UiPath Community

Bengaluru

Welcome to the future of automation! UiPath Community is thrilled to present a comprehensive webinar series titled "Transitioning to agentic automation." This series is your gateway to understanding the WHY, HOW, and WHAT of this revolutionary technology. Over six interesting sessions, we will learn about the amazing power of agentic automation. We will give you the information and skills you need

Session 1: Introduction to generative AI and UiPath Autopilot Date: March 20, 2025 Time: 11.30 am CET, 4pm IST, 6.30pm SGT Objective: Understand UiPath’s generative AI capabilities, security principles, and Autopilot for Everyone. Topics: - Overview of generative AI in UiPath: LLMs, prompt engineering, and automation. - UiPath AI Center and LLM integration (GPT, Claude, Gemini, Azure OpenAI). - UiPath Autopilot for Everyone: Automating task generation, summarization, and data insights. - Use cases: Document processing, chatbots, predictive analytics. - Security Considerations: Data privacy, encryption, GDPR compliance.

Hands-on activity: Build a document summarization bot using UiPath Studio and UiPath Autopilot for Everyone. Example: Automating healthcare claims processing with AI-powered data extraction.

Session 2: Context grounding and vector databases in UiPath Date: March 27, 2025 Time: 11.30 am CET, 4:00pm IST, 6.30 pm SGT Objective: Implement context-aware AI using vector databases and embeddings. Topics: - Context grounding: Customizing LLMs with enterprise data. -Vector DBs (Pinecone, FAISS) & Embeddings (OpenAI, Cohere) for context retrieval. - UiPath AI Center & context grounding in Autopilot for enhanced automation. - Security: Data protection, anonymization, role-based access.

Hands-on activity: Create a vector index for a customer support chatbot using UiPath + Pinecone. Example: Retail chatbot grounding product FAQs in real-time.

Session 3: AI trust layers, governance and Autopilot for Developers Date: April 3, 2025 Time: 11.30 am CET, 4:00pm IST, 6.30 pm SGT Objective: Ensure reliability, governance, and compliance in AI workflows. Topics: - Trust layers in AI: Validation rules, explainability (SHAP, LIME), bias monitoring. - UiPath AI Governance Dashboard for tracking model performance and compliance. - Autopilot for developers: AI-assisted development in UiPath Studio and UiPath Apps. - Security Considerations: Model integrity checks, adversarial attack prevention.

Hands-on activity: Enhance a loan approval AI model with validation and bias detection. Example: Fraud detection in finance with explainable AI alerts.

Session 4: UiPath Agent Builder and memory tools Date: April 10, 2025 Time: 11.30 am CET, 4:00 pm IST, 6.30 pm SGT Objective: Build autonomous AI agents with memory and security. Topics:

- UiPath Agent Builder: Designing task-specific Gen AI agents. - Memory Tools: Short-term (caches) vs. long-term (vector DBs). - UiPath Autopilot’s Memory Functions: Retaining past user interactions. - Security: Role-based access for agents, secure credential storage.

Hands-on activity: Develop an invoice-processing agent with memory for recurring vendors. Example: HR onboarding agent retaining employee preferences.

Session 5: Multi-agent orchestration with UiPath Autopilot Date: April 17, 2025 Time: 11.30 am CET, 4:00 pm IST, 6.30 pm SGT Objective: Coordinate multiple AI agents for complex workflows. Topics: - Agentic orchestration: Communication via APIs, pub/sub models. - UiPath Orchestrator & Semantic Kernel for intelligent automation. - UiPath Autopilot for Coordination: Seamless collaboration between agents. - Security: Secure inter-agent communication (TLS/SSL).

Hands-on activity: Simulate a supply chain workflow with order, inventory, and logistics agents. Example: e-commerce order fulfillment using multi-agent collaboration.

Session 6: Transition roadmap and real-world multi-agent systems Date: April 24, 2025 Time: 11.30 am CET, 4:00pm IST, 6.30 pm SGT Objective: Plan migration from RPA to AI agents and explore advanced use cases. Topics: - Migration Roadmap: Assess RPA workflows, pilot AI agents, scale governance. - End-to-End AI Security: Encryption, compliance audits, model protection. - Case Study 1: Insurance claims automation (document extraction, fraud detection, notification agents). - Case Study 2: Predictive maintenance (sensor-driven AI repairs in manufacturing). - UiPath Autopilot for scaling AI: Enhancing enterprise-wide AI adoption.

Hands-on activity: Design a transition plan to upgrade an RPA-based invoice process with AI agents. Q&A: Troubleshooting and best practices for large-scale deployments.