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UiPath DevConnect 2025: Agentic Automation Community User Group Meeting

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oin us for the first UiPath DevConnect Agentic Community virtual User Group Meeting where you will find out what is planned for ongoing Agentic Automation training and networking with our technical experts. Get started with us and stay connected with agentic automation.

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UiPath DevConnect User Group Meeting UiPath Agentic Automation Community July 1, 2025
2 Scott Schoenberger Senior Product Manager @UiPath Inc. Todays UiPath Colleagues - July 1 - 2025 Diana Gray Senior Community Marketing Manager, AMER @UiPath Inc. Zach Eslami Director, Product Management @UiPath Inc.
UiPath Journey to Agentic Automation 2018 RPA UI Automation Computer Vision API Integration Low-code Apps Orchestration Governance Cloud Discovery Analytics Continuous Testing Intelligent Document & Communication Processing Generative AI Powered Automation UiPath LLMs UiPath GenAI Activities UI-based automations “Agentic automation enables us to make informed decisions and quickly adapt to business changes for rapid scaling.” Emily Krohne, Enterprise Automation, WEX Agents, Robots, People 2020 API-based automations 2022 Structured data understanding 2023 Unstructured data understanding 2024 GenAI automations 2025 Agentic processes ACTIVITIES WORKFLOWS PROCESSES
UiPath DevConnect 2025: Agentic Automation Community User Group Meeting
Robots “do”, agents “think” and people “lead” Enterprise Agents Trustworthy AI agents that act independently and make dynamic decisions
6 Why UiPath for Agentic Automation? Best-in-class automation and tools End-to-end agentic orchestration Pro-code and low-code agents from any vendor Enterprise-grade accuracy and reliability Trust and governance Controlled Agency—Specialized agents you can trust, with enterprise-grade tools and capabilities, orchestrated in workflows with robots and humans.
7 Enterprise Agents Trustworthy AI agents that act independently and make dynamic decisions Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM Agentic Orchestration (Maestro) End-to-end process flows for business outcomes across robots, agents, and people Trusted Cloud Cloud-first innovation with enterprise-grade governance and reliability Agentic Automation Product Strategy
UiPath Controlled Agency How UiPath bends the curve Enterprise Agents Trustworthy AI agents that act independently and make dynamic decisions Powerful Design Model Selection Freedom to use the model of your choice Workflows as tools Deliberately prescribe the actionability of each agent Dynamic evaluations Properly test and ensure the quality of generated responses Prompt auto-tuning Interactive experience to guide your development High-quality Context Grounding Securely leverage your enterprise knowledge the power of AI Agents operating within clear guardrails leveraging industry-leading UI and API automation to complete your process in the right way for you Appropriate supervision Bring in human review where appropriate Trustworthy Execution
UiPath Orchestrates agents, robots and humans Agentic Orchestration Design, implement, monitor, operate and optimize your processes Agentic Orchestration Design, implement, monitor, operate and optimize your processes
Unstructured & complex document processing with GenAI in UiPath Document Understanding (IXP) New generative AI experience for extracting data from complex unstructured documents like Lease Agreements, Loan Applications, Brokerage Statements, and more. • Enhanced support for complex data like tables and long 100+ page documents • Reduced time to production • More configurable and flexible experience with controls for prompts, LLMs, and model settings • Improved model performance evaluation • AI guardrails and production-grade model governance Where and when? Private Preview in October Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM
UiPath – Data Fabric Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM • Join and merge data generated within UiPath with your external data stores, business applications and databases • Model your end-to-end process data and relationships • Build data models once, and seamlessly reuse them across Apps, Agents, API workflows, and processes
UiPath – API Workflows Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM Lightweight. Fast. Scalable. • Increase data consistency by keeping data synchronized across your applications • Build deterministic business logic that spans multiple systems as multi- step processes • Abstract complex API chaining and data manipulation logic in composite services • Unlock sophisticated orchestration and agentic patterns with the power of the UiPath Platform
UiPath – MacOS Automation Design and Debug | Attended, Unattended | Cross-platform automations Best-in-class Automation Automation for MacOS desktops is now fully unlocked With 22.37% of US and 15% of global desktop users on MacOS, UiPath now brings the power of automation to Mac
UiPath – Agentic UI Automation & Semantic Activities Semantic Activities: - Close Popup - Extract Form Data - Fill Form - Set Value UI Act (computer-use): Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM
Partnering with our customers to put agents to work During the Private Preview: • Hundreds of customers created 7,000+ autonomous and semi-autonomous agents • 75,000+ agent runs have been executed • 5,500+ Academy developer courses completed • 450+ partners have started or completed agentic automation courses • 35+ customers using agents in Controlled GA
AGENTIC ORCHESTRATION
UiPath Orchestrates agents, robots and humans Optimize workflows executed by AI agents, automations, and human-in-the-loop Automation, process intelligence, modeling, monitoring, and management—all in one platform Use data to guide decisions, while building, improving and monitoring success along the way Generally Available! Agentic orchestration starts with process diagramming and optimization. Agentic Orchestration Design, implement, monitor, operate and optimize your processes
Orchestrate AI agents, robots, and people to exceed business outcomes. • Adopt agents effortlessly into processes • Scale automation to complex, intelligent processes • Simplify processes—and the way you manage them
19 How agentic orchestration works across the end- to-end process lifecycle Model Implement Operate Monitor Optimize Automations Systems Manual Tasks AI agents End-to-end processes Design end-to-end agentic processes using industry-standard BPMN constructs Integrate agentic tasks, RPA, human-in-the-loop, API events, and advanced decisioning into processes Control specific instances as they progress through the process, including operational analytics Gain insight into historical instance executions, with analytics integrated into your BPMN models Use data to understand and improve KPIs, leveraging simulation and bottleneck detection
20 Design robust processes Model Create, import and edit BPMN 2.0 models to bring clarity and efficiency to your processes. Leverage standard and UiPath elements to model complete, end-to-end processes.
21 Orchestrate agents, robots, and people across end-to-end processes Implement Seamlessly integrate agentic tasks (UiPath or third-party), RPA, human-in-the-loop, and API events into your processes to maximize productivity. Leveraging UiPath project and solution management capabilities.
Instance management Operate Oversee and track specific instances as they progress through different stages of processes.
Take immediate action Operate Pause, resume, edit variables, retry, cancel, go to step, and migrate to new version to manage unhandled exceptions.
Process dashboards Monitor Default process-level dashboards that provide insight into historical instance executions, with the ability to create customizable dashboards for further analysis.
KPIs and alerts Monitor Ability to create operational KPIs/metrics at process and node level with targets to alert on.
Reveal and remove process inefficiencies and bottlenecks Optimize Leverage AI-powered process analysis capabilities to uncover bottlenecks, root-causes and inefficiencies to find out what’s slowing your process down. Take decisive action to streamline processes and drive continuous process improvement. Improvement opportunity: 63.64% first time right Significant root-cause identified
End to End Example: Loan Origination Process Application Intake & Completeness Validation Data Entry & Verification Checks Loan Eligibility Analysis & Determination System Updates & Applicant Communication
Read Application Documents Add Customer to Application Details Update Loan Origination System Retrieve Transaction History Tailor Applicant Response Validate against state requirement Request Additional Information Verify Customer & Property Risk Calculations Update LOS Generate Contract Analyze Eligibility Register Loan Opportunity in CRM Notify Applicant Eligibility Decision Loan Origination with RPA and before Agents Application Intake & Completeness Validation Data Entry & Verification Checks Loan Eligibility Analysis & Determination System Updates & Applicant Communication
Read Application Documents Update Loan Origination System Retrieve Transaction History Tailor Applicant Response Validate against state requirement Request Additional Information Verify Customer & Property Risk Calculations Update LOS Generate Contract Eligibility Decision Add Customer to Application Details Loan Origination after Agentic Automation Application Intake & Completeness Validation Data Entry & Verification Checks Loan Eligibility Analysis & Determination System Updates & Applicant Communication Register Loan Opportunity in CRM Notify Applicant Analyze Eligibility
Retrieve Transaction History Verify Customer & Property Update Loan Origination System Tailor Applicant Response Request Additional Information Validate against state requirement Eligibility Decision Read Application Documents Add Customer to Application Details Risk Calculations Update LOS Generate Contract Loan Origination after Agentic Automation Application Intake & Completeness Validation Data Entry & Verification Checks Loan Eligibility Analysis & Determination System Updates & Applicant Communication Register Loan Opportunity in CRM Notify Applicant Analyze Eligibility
Launch of UiPath Maestro , the first enterprise orchestration layer purpose-built for agentic processes. • Process modeling: Model end-to-end agentic processes using industry-standard BPMN constructs, with the option to leverage UiPath Autopilot to accelerate process model creation. • Multi-agent and cross system orchestration: Integrate UiPath Agents, third-party agents, robots, and people into complex, multisystem processes. • Process instance management: Oversee and track instances through different stages of the process. Hand exceptions to people—and suspend, resume, retry, reset, rewind, or skip steps as needed. • Process monitoring: Integrated heatmap capabilities to identify hotspots in agentic processes. Track and analyze performance metrics. • Process optimization: Integrated process intelligence to reveal and remove process inefficiencies and bottlenecks. Business Rules DMN editing in Studio Bulk Instance management Javascript expressions Architect adaptive, agentic processes at scale • Unified design canvas for Maestro and Agent Builder • Drive Agent discoverability and adoption from Maestro • PoC to support agent communication protocols in Maestro • POC for work-load assignment across role-specific agents and human Capability #2 top-of-mind • Case management: Case apps (pro-code with OOTB sample case app to begin with, low/No-code TBD) • Process portals: Enable users to see what step their process is at, and other out of the box process views. • Business object modeling and programmability (JS sdk) using Datafabric • Task management: Advanced patterns of task and workload assignment in Action center e.g. voting, re- work (natively understood by the task object), dynamic assignment Coming soon H2 2025 Top-of-mind 2025.10 or later Available now 2025.4 Roadmap – Subject to Change
BUILD, EVALUATE,AND DEPLOY ENTERPRISEAGENTS The UiPath word mark, logos, and robots are registered trademarks owned by UiPath, Inc. and its affiliates. UiPath (R) is a registered trademark in the United States and several countries across the globe. See TMEP 906. ©2025 UiPath. All rights reserved.
Deploy Enterprise-grade Agents A low-code guided experience for users to build, evaluate, and publish agents. • Create enterprise agents with custom instructions, context, tools, and escalations paths, and evaluations paths all from a single interface • Customize pre-built agents from our UiPath Agent Catalog • Leverage Autopilot and Agent Score to provide guided recommendations General Availability: Now
HITL & Agent Memory Escalations allow humans to intervene and help stuck agents Governance & Monitoring RBAC, Agent usage policies, HIPAA compliance Low-code Evaluations Benchmark agent performance against ground truth, no coding required All the necessary elements for effective, productive, intelligent enterprise-grade agents Context Query Context Grounding indexes agent Active Memory for Escalations Guarded Interactions Tool Guardrails and policies to ensure proper use of tools UiPath Tools Activities (Jira, Slack, and More), RPA Workflows, API Workflows, and Agents What is Agent Builder? Now available in UiPath StudioWeb! Agent Score & Optimizer Weighted scoring and suggestions to improve core agent attributes Help from Autopilot Build and iterate agents all through natural language
35 Enterprise agents require high reliability UiPath Controlled Agency Org-Level LLM Generation Guardrails and Policies Human and Robot Oversight into Agent Execution Online and Offline Evaluations Agent Health Score – linting, IntelliSense, design governance High-quality context grounding
36 Agent Builder Tool Guardrails Controlled Agency at Designtime  Guardrails control unexpected tool behaviors, allowing developers to set conditions for human intervention and ensure timely escalations when specific criteria are met.  Tool guardrails are useful for:  Address unpredictable tool call inputs and outputs at runtime.  Reduce the need for human-in-the-loop (HITL) interventions for correction and validation tasks.  Enable developers to create custom rules at the individual agent/tool level.  Automation Ops Policies can also be created/governed by administrators on agent + tool use
37 Agent Builder Agent Score  Objective score considering multiple attributes of your agent based on UiPath Agents building best practices  Measure agent attributes, individual scores for:  Prompt structure, purpose, length  Tool, context, HITL usage  Evaluation Sets  Evaluation Score  Report that provides summary, key areas of focus with justification and actionable recommendations  Roadmap:  Runtime scoring and alerts  Governance policy to prevent agent publish based on score threshold Measure the readiness of your agent
38 Agent Builder Agent Optimizer  Supports Agent Score to provide actionable recommendation for prompt and I/O arguments and schema  Designtime service utilizes an LLM to interpret the structure and intent of the user-defined prompt to:  Show diff between current and suggested prompt  Auto-fix and track changelog  Analyzes:  Clarity  Completeness  Consistency  Chain of Thought  Demonstrations or Examples  Re-Calculate on demand or periodically based on user activity Refine your agent’s definition
39 Agent Builder Evaluations Comprehensive agent testing and evaluations  Flexible Evaluation Types: Supports exact match, JSON similarity, and LLM-as-a-judge evaluators  Customizable Evaluation Sets: Group evaluations into logical sets for organized testing of various scenarios  Scalable Testing: Recommends 30+ evaluations for simple agents, 60+ for complex ones  Performance Metrics: Scoring system based on passed/failed evaluations for clear performance insights  Portable Evaluation Sets: Export/import capability between agents and organizations  Real-world Scenario Testing: Emphasizes varied, realistic evaluations for production reliability
40 Agent Builder Instance Management  Agents: View all of your agents, the last time they were modified, and easily migrate them to Studio with one-click.  Monitoring: Real-time insights for into agent incidents, errors, and consumption  Instances: View the execution of your automation agents, including performance metrics, consumption, and runtime information.  Indexes: Seamless integration with Orchestrator for comprehensive view of global indexes  Templates: Quick access to pre-built agents from the UiPath Marketplace Monitor and manage your agents
41 Agentic Automation use cases – Line of Business some of many use cases customers are working on Finance • General Ledger Code Classification • Customer/Vendor Due Diligence Research • Expense Audit Validation • Financial Rick Report Analysis • Anti-Money Laundering Research • Know Your Customer Research • Procurement Contract Validation • Credit Risk Assessment Sales • Sales Report Analysis • Account Strategy Suggestion • Alternative Travel Comparison • Customer Research • RFX Filling HR • Resume Screening • Referrals Management • Internal Talent Analysis Legal • Contract Validation • Legal Review SCM • Item Order Justification Analysis • Item Price Validation • Inventory Management IT • Vulnerability Risk Customer Support • Claim Response General • Semantic Data Conversion • Address/Customer Matching
42 Agentic Automation use cases – Industry some of many use cases customers are working on Banking • Loan Eligibility Validation • Financial Analysis • Merchant category code Classification • Client Onboarding & KYC Healthcare • Medical Summarization • Medical Record Summarization • Medical Billing/Claim Code Classification • Medical Billing Dispute • Clinical Trial Data Management • Transitional Care Management Eligibility Verification • Prior Authorization • ICD10 Classification • Denial Management Analysis Manufacturing • Harmonized Tariff Schedule Classification • Production Line Monitoring • Quote Evaluation Insurance • Insurance Eligibility Validation • Life Insurance Claims Validation • Property Insurance Renewal • Medical Necessity Management • Insurance Plan Pre-Authorization • Benefits Operations Management • Fraud Claim Detection • Underwriting • Claim Adjudication Telcom • Telcom Network Incident Classifier • Bill Analysis • Promo/Offer Qualification Agent • RCA Agent
43 Package, publish, and deploy python-coded agents  Leverage UiPath and external agents to support agentic orchestration goals  Create processes, version, and monitor these agents from these agent packages in Agent Instance management Coded Agents Now Available in Preview April 10 April 30 Coming in May! *Community (free use, with Robot Credits) Public Preview for Enterprise only on Canary Ring Private Preview Public Preview* Generally Available
45  Agents managing large tool output  Enhanced reasoning  Common stack and graph between coded + lowcode  Dynamic Guardrails and Escalations  New escalation channels + analytics  Human RLHF on spans  Process Intelligence  A2A communication protocols  File, image, audio as supported input types  External MCP servers as tools  External agents as tools  Autopilot-guided design + iteration  Scoring based on business outcomes/process relationship  Unattended, conversational, IXP, and Multi-Agent architectures  Low-code + visual + coding authoring experiences Reliability + Scale HITL + Governance Memory + Learning Multimodality + Extensibility Outcome-Driven Development Agent Config + Classes Agent Builder Roadmap Themes
46 Post-GA Fast Follow Polish • Refine existing UX to support faster time to value • Address core functionality gaps (e.g. in-line tools) Conversational Agents Preview Build conversational agents and deploy to A4E interfaces Agent Visualization in Instance Management Represent agent run with interactive node-based diagram Simulations Generate diverse, deterministic scenarios to validate an agent’s end-to-end trajectory while preserving the integrity of the agentic loop Context Grounding RAG Evals • Evaluate the context precision and faithfulness of queries to a context grounding index IXP, MCP as Tool • File(s) as input argument • Configure Intelligent Extraction Processing as a tool • Configure UiPath, local code, and external MCP servers as tools Coming Soon (end June) Roadmap – Subject to Change
47 By 2025.10 UiPath Platform Interconnectivity  Common Input/Output Based Mapping for tools: to support reliable UiPath tool discovery, invocation, and debug.  MCP Servers as Tools – UiPath and External  Automation Resources (e.g. Data Service) and Products (e.g. IXP, UI Act) tools  Discover + Create Agents from Maestro Human Tasks + Process Logs Natural Language Agent Development and Advanced Scoring  Natural Language Agent Development and Iteration  Agent Loop Visualization + Variation, Configuration + Routing  RAG, Python, Trajectory, and Runtime Evaluations Multimodality + Streaming  Multimodality* (Input) support next-gen agent development with low latency (Images, Audio, Video)  Streaming Support – conversational agents + research patterns  Conversational Agents and Customized Interfaces Human in the Loop  Dynamic HITL Review Patterns and New Channels (e.g. Slack, Teams, workflows, other Agents)  Customer Agent Asset Library: Allow customers to manage, distribute custom agent assets (prompts, eval sets, agents)  Fine-tuned adaptive learning – through process/escalation and feedback reinforcement to calibrate agent output/trajectory Agent Collaboration  Coded Agents and Plugins  Agent as Tools + Hierarchical, Collaboration Patterns for agents who are orchestrating other agents; negotiation and coaching techniques between agents  Open Telemetry and Evaluations Governance  Instance Management Operation Controls – Memory, alerts, asset management  Automation Suite  Dynamic and Feedback-Shaped Guardrails  Cost and ROI Estimation: price transparency and forecasting tools in Agent Run/trace Agent Builder Roadmap Roadmap – Subject to Change
UiPath DevConnect Diana Gray Senior Community Marketing Manager UiPath, Inc. UiPath Agentic Automation Community
49 UiPath Community Vibrant ecosystem of more than 3 million professionals and students that succeed in their automation journey. You get to engage in: Scan the QR code to start your automation journey! 40+ developer events and hackathons every month Create and consume: blogs, videos, use cases Get recognized as MVP or automation champion Learn on the UiPath Academy and get Certified Get support on the Forum and share your voice
50 This is how we grow together! The UiPath Community is a vibrant ecosystem of automation professionals learning, supporting, and succeeding together in their automation careers. We are committed to transformation through an open, collaborative community, empowering its members to constantly learn, innovate, and push things further. https://community.uipath.com/
51 UiPath Community Benefits Developer Advantages Free role-based learning/events for developers Developer role certifications UiPath contributor opportunities: Chapter leader; MVPs Annual Automation Report/Trends
52 Your Learning Journey Starts Here Meant to offer the complete automation learning journey for a given role, to help you become proficient with the relevant UiPath technology. LearningPlans Courses, Diplomas, Learning Plans, and Certifications – all designed to help you grow. Whether you're new or experienced, there's something for everyone
53 Choose your certification path Learn and Prepare for the exam Schedule and take the exam Share your credential Steps to earn your certification Reflect it in Partner Compliance Share your achievement Schedule your exam Use Academy Learning Plans and practice tests Explore certification options Full candidate journey
54 UiPath Certified Professional Program Discover Automate Operate Business Analyst Automation Developer Solution Architect Specialized AI Infrastructure Engineer Test Automation Automation Suite Standalone Professional Associate Specialization Specialization Certification paths are structured around key roles essential for building a Center of Excellence.
55 Connect with experts and peers on the latest trends in agentic automation.​
UiPath AgentHack Build the AI agents of tomorrow. Enter now for your chance to win a share of $50,000 in prizes!​
57 Let's get social Considerations for social • Use a clear CTA to direct audience engagement such as “Find me at #UiPathDevConnect!” or "Comment your thoughts on [product title]." • Ensure your posts include the event hashtag, #UiPathDevConnect to help with searchability, reach and continuity. • Humanize copy with emotion e.g. “I’m so excited to connect with the automation community at #UiPathDevConnect!” HASHTAGS TO CONSIDER #UiPathDevConnect #AgenticAutomation #UiPathCommunity • Short & specific posts create the most engagements (between 40-80 characters) • Facebook videos earn more reach than posts with only an image. • Use 180 characters with spaces for posts. • Get creative about the format with polls, GIFs, and cards. • Tag @UiPath in your posts • Use 200 characters with spaces – it’s a good place for those longer posts. • Mix it up by using multiple images, a video or even a poll. • Tag @UiPath in your posts.
58 Let’s get social Do it for the connections. Do it for the content. Just do it.
Amit Tiwari VP of Technology @The Silicon Partners A unique combination of capabilities UiPath DevConnect: San Francisco, California Summit 2025 Pankaj Banka Co-Founder and COO @The Silicon Partners
Evolution of Agentic AI Automation This evolution marks a significant shift in AI capabilities, where AI systems are designed to be proactive, engaging in complex reasoning and decision-making processes. This transformation is not just technological but philosophical, reshaping our approach to system design, product thinking, and human-machine collaboration. Journey from Rule-Based Automations to Agentic AI Process Automation Supervised Learning Rule-based workflows to manage end-to-end processes, limited to specific tasks. Fixed machine learning models trained on historical data i.e., invoices and ID cards. Generative AI Large language models began to respond to prompts and contextual information, interaction. Agentic AI The pinnacle of this evolution combines Generative AI with automation to create “Autonomous Agents" equipped with memory. These agents are not reactive but proactive, driven by intentions and capable of multi-step reasoning.
UiPath DevConnect:Austin Summit 2025 Sandeep Panda Director, Product & Tech. Alliances UiPath UiPath Agentic Automation Community
Industry Tools & Plugins Best-of-breed Frontier models 100+ connectors * connector builder for long-tail apps Multi-agent Workflows + Orchestration Azure AI Foundry API A2A UiPath Technology Partner Ecosystem
System Actions User Actions Document & Email Processing M365, Dynamics, SAP, Salesforce, ServiceNow Desktop Operations, Legacy systems, Apps Semi structured and unstructured content “You cannot automate a process in isolation; integrating across technology boundaries is necessary for real business impact Ramnath Natarajan Director, Intelligent Automation at Johnson Controls ” Going beyond technology seams
UiPath + Microsoft (Today) Your everyday AI Companion Agents UiPath Agents
Bringing UiPath to where you do work
Bi-directional handoffs Key decision factors TCO Manageability Existing Investments Cost to Build + Integrate + Maintain Process, systems and people scope, management & orchestration needs Build on existing investments in UiPath or Power Automate
Orchestrating multi-agent workflows Model Implement Operate Monitor Optimize
Use Case Examples UiPath Agents Perform document extraction, classification and processing Manage customer or vendor comms, including complex topics such as disputes Calculate financial schedules from unstructured contracts Generate reports and manage approval workflows through Outlook, Teams and Copilot Collaborative resolution of outstanding items in Copilot or Copilot Chat Financial reconciliation agent using existing approval automations. Vendor/ Customer Docs Contract processing Financial reconciliation
Customer Case Study: Johnson Controls International Enabling end-to-end agentic automation with Microsoft Copilot Studio & UiPath Agents Challenge Solution • UiPath agent, built with Agent Builder doubled the accuracy in sample data and improved the accuracy of extracted invoice by 10% in a single region pilot. • Copilot Studio agent demonstrated early improvements in categorization, also being evaluated for dispute resolution. • The integrated process enabled end-to-end touchless processing • 500K emails annually from customers querying about invoices (e.g. Missing invoice, Payment date heads-up) • Existing UiPath & Microsoft Power Automate automations with extraction and classification with Azure OpenAI API calls. • The team was hitting a glass ceiling with current automations due to (i) Classification of requests had a 55%-65% accuracy (ii) 20% - 25% of invoices did not have proper data extracted, needing human review and (iii) disputes affecting ~$40M of revenue 2 person days to pilot the first agent Annual Time savings unlocked Incremental ROI on an already automated process Encouraged by the results from the pilot, JCI, UiPath & Microsoft are “agentifying” additional processes that has potential to unlock significant business value 18,000H 500%
70 Pro-Dev Workshop
UiPath DevConnect Diana Gray Senior Community Marketing Manager UiPath, Inc. UiPath Agentic Automation Community
72 Next Steps: Get Involved Review UiPath Agentic resources Join UiPath developer user group for monthly updates Develop a great idea for Agentic Automation and reach out to the UiPath team for support to develop
73 UiPath Agentic Resources: • Agentic Launch replay - https://www.uipath.com/events/agentic-automation- launch#register-now-agentic-automation-launch • Agentic Automation blog - https://www.uipath.com/events/devcon/power-10 • Agentic Automation website - 10 UiPath innovations furthering agentic automation | UiPath • Agentic Automation research report - https://www.uipath.com/resources/automation-analyst-reports/agentic-ai-research- report • The developer’s path to agentic automation - https://www.uipath.com/agentpath • UiPath Community - https://community.uipath.com
74 Agentic Automation Community User Group Join the DevConnect User Group Starts: July 1 – 1:00 PM EDT Monthly Meetings with UiPath Agentic Team Register here: https://community.uipath.com/e/mz4krn/ Benefits when joining DevConnect user group: • Sneak preview of products • Peer Use-Case Sharing • UiPath co-innovation on use-cases • Access to YouTube videos, presentations and event recordings • Access to recommended news, updates • Grow your network with like-minded people • Free expert-led Agentic training and certification training series available • Private UiPath forum channel for support and help.
4 How Did We Do? We’d love your feedback on today’s event. Scan the QR code to complete a short survey to help us improve future DevConnect experiences and a chance to win a $25 gift card!

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UiPath DevConnect 2025: Agentic Automation Community User Group Meeting

  • 1. UiPath DevConnect User Group Meeting UiPath Agentic Automation Community July 1, 2025
  • 2. 2 Scott Schoenberger Senior Product Manager @UiPath Inc. Todays UiPath Colleagues - July 1 - 2025 Diana Gray Senior Community Marketing Manager, AMER @UiPath Inc. Zach Eslami Director, Product Management @UiPath Inc.
  • 3. UiPath Journey to Agentic Automation 2018 RPA UI Automation Computer Vision API Integration Low-code Apps Orchestration Governance Cloud Discovery Analytics Continuous Testing Intelligent Document & Communication Processing Generative AI Powered Automation UiPath LLMs UiPath GenAI Activities UI-based automations “Agentic automation enables us to make informed decisions and quickly adapt to business changes for rapid scaling.” Emily Krohne, Enterprise Automation, WEX Agents, Robots, People 2020 API-based automations 2022 Structured data understanding 2023 Unstructured data understanding 2024 GenAI automations 2025 Agentic processes ACTIVITIES WORKFLOWS PROCESSES
  • 5. Robots “do”, agents “think” and people “lead” Enterprise Agents Trustworthy AI agents that act independently and make dynamic decisions
  • 6. 6 Why UiPath for Agentic Automation? Best-in-class automation and tools End-to-end agentic orchestration Pro-code and low-code agents from any vendor Enterprise-grade accuracy and reliability Trust and governance Controlled Agency—Specialized agents you can trust, with enterprise-grade tools and capabilities, orchestrated in workflows with robots and humans.
  • 7. 7 Enterprise Agents Trustworthy AI agents that act independently and make dynamic decisions Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM Agentic Orchestration (Maestro) End-to-end process flows for business outcomes across robots, agents, and people Trusted Cloud Cloud-first innovation with enterprise-grade governance and reliability Agentic Automation Product Strategy
  • 8. UiPath Controlled Agency How UiPath bends the curve Enterprise Agents Trustworthy AI agents that act independently and make dynamic decisions Powerful Design Model Selection Freedom to use the model of your choice Workflows as tools Deliberately prescribe the actionability of each agent Dynamic evaluations Properly test and ensure the quality of generated responses Prompt auto-tuning Interactive experience to guide your development High-quality Context Grounding Securely leverage your enterprise knowledge the power of AI Agents operating within clear guardrails leveraging industry-leading UI and API automation to complete your process in the right way for you Appropriate supervision Bring in human review where appropriate Trustworthy Execution
  • 9. UiPath Orchestrates agents, robots and humans Agentic Orchestration Design, implement, monitor, operate and optimize your processes Agentic Orchestration Design, implement, monitor, operate and optimize your processes
  • 10. Unstructured & complex document processing with GenAI in UiPath Document Understanding (IXP) New generative AI experience for extracting data from complex unstructured documents like Lease Agreements, Loan Applications, Brokerage Statements, and more. • Enhanced support for complex data like tables and long 100+ page documents • Reduced time to production • More configurable and flexible experience with controls for prompts, LLMs, and model settings • Improved model performance evaluation • AI guardrails and production-grade model governance Where and when? Private Preview in October Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM
  • 11. UiPath – Data Fabric Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM • Join and merge data generated within UiPath with your external data stores, business applications and databases • Model your end-to-end process data and relationships • Build data models once, and seamlessly reuse them across Apps, Agents, API workflows, and processes
  • 12. UiPath – API Workflows Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM Lightweight. Fast. Scalable. • Increase data consistency by keeping data synchronized across your applications • Build deterministic business logic that spans multiple systems as multi- step processes • Abstract complex API chaining and data manipulation logic in composite services • Unlock sophisticated orchestration and agentic patterns with the power of the UiPath Platform
  • 13. UiPath – MacOS Automation Design and Debug | Attended, Unattended | Cross-platform automations Best-in-class Automation Automation for MacOS desktops is now fully unlocked With 22.37% of US and 15% of global desktop users on MacOS, UiPath now brings the power of automation to Mac
  • 14. UiPath – Agentic UI Automation & Semantic Activities Semantic Activities: - Close Popup - Extract Form Data - Fill Form - Set Value UI Act (computer-use): Best-in-class Automation Core automation and integrated value across the platform including RPA, API, IDP, Test, PM
  • 15. Partnering with our customers to put agents to work During the Private Preview: • Hundreds of customers created 7,000+ autonomous and semi-autonomous agents • 75,000+ agent runs have been executed • 5,500+ Academy developer courses completed • 450+ partners have started or completed agentic automation courses • 35+ customers using agents in Controlled GA
  • 17. UiPath Orchestrates agents, robots and humans Optimize workflows executed by AI agents, automations, and human-in-the-loop Automation, process intelligence, modeling, monitoring, and management—all in one platform Use data to guide decisions, while building, improving and monitoring success along the way Generally Available! Agentic orchestration starts with process diagramming and optimization. Agentic Orchestration Design, implement, monitor, operate and optimize your processes
  • 18. Orchestrate AI agents, robots, and people to exceed business outcomes. • Adopt agents effortlessly into processes • Scale automation to complex, intelligent processes • Simplify processes—and the way you manage them
  • 19. 19 How agentic orchestration works across the end- to-end process lifecycle Model Implement Operate Monitor Optimize Automations Systems Manual Tasks AI agents End-to-end processes Design end-to-end agentic processes using industry-standard BPMN constructs Integrate agentic tasks, RPA, human-in-the-loop, API events, and advanced decisioning into processes Control specific instances as they progress through the process, including operational analytics Gain insight into historical instance executions, with analytics integrated into your BPMN models Use data to understand and improve KPIs, leveraging simulation and bottleneck detection
  • 20. 20 Design robust processes Model Create, import and edit BPMN 2.0 models to bring clarity and efficiency to your processes. Leverage standard and UiPath elements to model complete, end-to-end processes.
  • 21. 21 Orchestrate agents, robots, and people across end-to-end processes Implement Seamlessly integrate agentic tasks (UiPath or third-party), RPA, human-in-the-loop, and API events into your processes to maximize productivity. Leveraging UiPath project and solution management capabilities.
  • 22. Instance management Operate Oversee and track specific instances as they progress through different stages of processes.
  • 23. Take immediate action Operate Pause, resume, edit variables, retry, cancel, go to step, and migrate to new version to manage unhandled exceptions.
  • 24. Process dashboards Monitor Default process-level dashboards that provide insight into historical instance executions, with the ability to create customizable dashboards for further analysis.
  • 25. KPIs and alerts Monitor Ability to create operational KPIs/metrics at process and node level with targets to alert on.
  • 26. Reveal and remove process inefficiencies and bottlenecks Optimize Leverage AI-powered process analysis capabilities to uncover bottlenecks, root-causes and inefficiencies to find out what’s slowing your process down. Take decisive action to streamline processes and drive continuous process improvement. Improvement opportunity: 63.64% first time right Significant root-cause identified
  • 27. End to End Example: Loan Origination Process Application Intake & Completeness Validation Data Entry & Verification Checks Loan Eligibility Analysis & Determination System Updates & Applicant Communication
  • 28. Read Application Documents Add Customer to Application Details Update Loan Origination System Retrieve Transaction History Tailor Applicant Response Validate against state requirement Request Additional Information Verify Customer & Property Risk Calculations Update LOS Generate Contract Analyze Eligibility Register Loan Opportunity in CRM Notify Applicant Eligibility Decision Loan Origination with RPA and before Agents Application Intake & Completeness Validation Data Entry & Verification Checks Loan Eligibility Analysis & Determination System Updates & Applicant Communication
  • 29. Read Application Documents Update Loan Origination System Retrieve Transaction History Tailor Applicant Response Validate against state requirement Request Additional Information Verify Customer & Property Risk Calculations Update LOS Generate Contract Eligibility Decision Add Customer to Application Details Loan Origination after Agentic Automation Application Intake & Completeness Validation Data Entry & Verification Checks Loan Eligibility Analysis & Determination System Updates & Applicant Communication Register Loan Opportunity in CRM Notify Applicant Analyze Eligibility
  • 30. Retrieve Transaction History Verify Customer & Property Update Loan Origination System Tailor Applicant Response Request Additional Information Validate against state requirement Eligibility Decision Read Application Documents Add Customer to Application Details Risk Calculations Update LOS Generate Contract Loan Origination after Agentic Automation Application Intake & Completeness Validation Data Entry & Verification Checks Loan Eligibility Analysis & Determination System Updates & Applicant Communication Register Loan Opportunity in CRM Notify Applicant Analyze Eligibility
  • 31. Launch of UiPath Maestro , the first enterprise orchestration layer purpose-built for agentic processes. • Process modeling: Model end-to-end agentic processes using industry-standard BPMN constructs, with the option to leverage UiPath Autopilot to accelerate process model creation. • Multi-agent and cross system orchestration: Integrate UiPath Agents, third-party agents, robots, and people into complex, multisystem processes. • Process instance management: Oversee and track instances through different stages of the process. Hand exceptions to people—and suspend, resume, retry, reset, rewind, or skip steps as needed. • Process monitoring: Integrated heatmap capabilities to identify hotspots in agentic processes. Track and analyze performance metrics. • Process optimization: Integrated process intelligence to reveal and remove process inefficiencies and bottlenecks. Business Rules DMN editing in Studio Bulk Instance management Javascript expressions Architect adaptive, agentic processes at scale • Unified design canvas for Maestro and Agent Builder • Drive Agent discoverability and adoption from Maestro • PoC to support agent communication protocols in Maestro • POC for work-load assignment across role-specific agents and human Capability #2 top-of-mind • Case management: Case apps (pro-code with OOTB sample case app to begin with, low/No-code TBD) • Process portals: Enable users to see what step their process is at, and other out of the box process views. • Business object modeling and programmability (JS sdk) using Datafabric • Task management: Advanced patterns of task and workload assignment in Action center e.g. voting, re- work (natively understood by the task object), dynamic assignment Coming soon H2 2025 Top-of-mind 2025.10 or later Available now 2025.4 Roadmap – Subject to Change
  • 32. BUILD, EVALUATE,AND DEPLOY ENTERPRISEAGENTS The UiPath word mark, logos, and robots are registered trademarks owned by UiPath, Inc. and its affiliates. UiPath (R) is a registered trademark in the United States and several countries across the globe. See TMEP 906. ©2025 UiPath. All rights reserved.
  • 33. Deploy Enterprise-grade Agents A low-code guided experience for users to build, evaluate, and publish agents. • Create enterprise agents with custom instructions, context, tools, and escalations paths, and evaluations paths all from a single interface • Customize pre-built agents from our UiPath Agent Catalog • Leverage Autopilot and Agent Score to provide guided recommendations General Availability: Now
  • 34. HITL & Agent Memory Escalations allow humans to intervene and help stuck agents Governance & Monitoring RBAC, Agent usage policies, HIPAA compliance Low-code Evaluations Benchmark agent performance against ground truth, no coding required All the necessary elements for effective, productive, intelligent enterprise-grade agents Context Query Context Grounding indexes agent Active Memory for Escalations Guarded Interactions Tool Guardrails and policies to ensure proper use of tools UiPath Tools Activities (Jira, Slack, and More), RPA Workflows, API Workflows, and Agents What is Agent Builder? Now available in UiPath StudioWeb! Agent Score & Optimizer Weighted scoring and suggestions to improve core agent attributes Help from Autopilot Build and iterate agents all through natural language
  • 35. 35 Enterprise agents require high reliability UiPath Controlled Agency Org-Level LLM Generation Guardrails and Policies Human and Robot Oversight into Agent Execution Online and Offline Evaluations Agent Health Score – linting, IntelliSense, design governance High-quality context grounding
  • 36. 36 Agent Builder Tool Guardrails Controlled Agency at Designtime  Guardrails control unexpected tool behaviors, allowing developers to set conditions for human intervention and ensure timely escalations when specific criteria are met.  Tool guardrails are useful for:  Address unpredictable tool call inputs and outputs at runtime.  Reduce the need for human-in-the-loop (HITL) interventions for correction and validation tasks.  Enable developers to create custom rules at the individual agent/tool level.  Automation Ops Policies can also be created/governed by administrators on agent + tool use
  • 37. 37 Agent Builder Agent Score  Objective score considering multiple attributes of your agent based on UiPath Agents building best practices  Measure agent attributes, individual scores for:  Prompt structure, purpose, length  Tool, context, HITL usage  Evaluation Sets  Evaluation Score  Report that provides summary, key areas of focus with justification and actionable recommendations  Roadmap:  Runtime scoring and alerts  Governance policy to prevent agent publish based on score threshold Measure the readiness of your agent
  • 38. 38 Agent Builder Agent Optimizer  Supports Agent Score to provide actionable recommendation for prompt and I/O arguments and schema  Designtime service utilizes an LLM to interpret the structure and intent of the user-defined prompt to:  Show diff between current and suggested prompt  Auto-fix and track changelog  Analyzes:  Clarity  Completeness  Consistency  Chain of Thought  Demonstrations or Examples  Re-Calculate on demand or periodically based on user activity Refine your agent’s definition
  • 39. 39 Agent Builder Evaluations Comprehensive agent testing and evaluations  Flexible Evaluation Types: Supports exact match, JSON similarity, and LLM-as-a-judge evaluators  Customizable Evaluation Sets: Group evaluations into logical sets for organized testing of various scenarios  Scalable Testing: Recommends 30+ evaluations for simple agents, 60+ for complex ones  Performance Metrics: Scoring system based on passed/failed evaluations for clear performance insights  Portable Evaluation Sets: Export/import capability between agents and organizations  Real-world Scenario Testing: Emphasizes varied, realistic evaluations for production reliability
  • 40. 40 Agent Builder Instance Management  Agents: View all of your agents, the last time they were modified, and easily migrate them to Studio with one-click.  Monitoring: Real-time insights for into agent incidents, errors, and consumption  Instances: View the execution of your automation agents, including performance metrics, consumption, and runtime information.  Indexes: Seamless integration with Orchestrator for comprehensive view of global indexes  Templates: Quick access to pre-built agents from the UiPath Marketplace Monitor and manage your agents
  • 41. 41 Agentic Automation use cases – Line of Business some of many use cases customers are working on Finance • General Ledger Code Classification • Customer/Vendor Due Diligence Research • Expense Audit Validation • Financial Rick Report Analysis • Anti-Money Laundering Research • Know Your Customer Research • Procurement Contract Validation • Credit Risk Assessment Sales • Sales Report Analysis • Account Strategy Suggestion • Alternative Travel Comparison • Customer Research • RFX Filling HR • Resume Screening • Referrals Management • Internal Talent Analysis Legal • Contract Validation • Legal Review SCM • Item Order Justification Analysis • Item Price Validation • Inventory Management IT • Vulnerability Risk Customer Support • Claim Response General • Semantic Data Conversion • Address/Customer Matching
  • 42. 42 Agentic Automation use cases – Industry some of many use cases customers are working on Banking • Loan Eligibility Validation • Financial Analysis • Merchant category code Classification • Client Onboarding & KYC Healthcare • Medical Summarization • Medical Record Summarization • Medical Billing/Claim Code Classification • Medical Billing Dispute • Clinical Trial Data Management • Transitional Care Management Eligibility Verification • Prior Authorization • ICD10 Classification • Denial Management Analysis Manufacturing • Harmonized Tariff Schedule Classification • Production Line Monitoring • Quote Evaluation Insurance • Insurance Eligibility Validation • Life Insurance Claims Validation • Property Insurance Renewal • Medical Necessity Management • Insurance Plan Pre-Authorization • Benefits Operations Management • Fraud Claim Detection • Underwriting • Claim Adjudication Telcom • Telcom Network Incident Classifier • Bill Analysis • Promo/Offer Qualification Agent • RCA Agent
  • 43. 43 Package, publish, and deploy python-coded agents  Leverage UiPath and external agents to support agentic orchestration goals  Create processes, version, and monitor these agents from these agent packages in Agent Instance management Coded Agents Now Available in Preview April 10 April 30 Coming in May! *Community (free use, with Robot Credits) Public Preview for Enterprise only on Canary Ring Private Preview Public Preview* Generally Available
  • 44. 45  Agents managing large tool output  Enhanced reasoning  Common stack and graph between coded + lowcode  Dynamic Guardrails and Escalations  New escalation channels + analytics  Human RLHF on spans  Process Intelligence  A2A communication protocols  File, image, audio as supported input types  External MCP servers as tools  External agents as tools  Autopilot-guided design + iteration  Scoring based on business outcomes/process relationship  Unattended, conversational, IXP, and Multi-Agent architectures  Low-code + visual + coding authoring experiences Reliability + Scale HITL + Governance Memory + Learning Multimodality + Extensibility Outcome-Driven Development Agent Config + Classes Agent Builder Roadmap Themes
  • 45. 46 Post-GA Fast Follow Polish • Refine existing UX to support faster time to value • Address core functionality gaps (e.g. in-line tools) Conversational Agents Preview Build conversational agents and deploy to A4E interfaces Agent Visualization in Instance Management Represent agent run with interactive node-based diagram Simulations Generate diverse, deterministic scenarios to validate an agent’s end-to-end trajectory while preserving the integrity of the agentic loop Context Grounding RAG Evals • Evaluate the context precision and faithfulness of queries to a context grounding index IXP, MCP as Tool • File(s) as input argument • Configure Intelligent Extraction Processing as a tool • Configure UiPath, local code, and external MCP servers as tools Coming Soon (end June) Roadmap – Subject to Change
  • 46. 47 By 2025.10 UiPath Platform Interconnectivity  Common Input/Output Based Mapping for tools: to support reliable UiPath tool discovery, invocation, and debug.  MCP Servers as Tools – UiPath and External  Automation Resources (e.g. Data Service) and Products (e.g. IXP, UI Act) tools  Discover + Create Agents from Maestro Human Tasks + Process Logs Natural Language Agent Development and Advanced Scoring  Natural Language Agent Development and Iteration  Agent Loop Visualization + Variation, Configuration + Routing  RAG, Python, Trajectory, and Runtime Evaluations Multimodality + Streaming  Multimodality* (Input) support next-gen agent development with low latency (Images, Audio, Video)  Streaming Support – conversational agents + research patterns  Conversational Agents and Customized Interfaces Human in the Loop  Dynamic HITL Review Patterns and New Channels (e.g. Slack, Teams, workflows, other Agents)  Customer Agent Asset Library: Allow customers to manage, distribute custom agent assets (prompts, eval sets, agents)  Fine-tuned adaptive learning – through process/escalation and feedback reinforcement to calibrate agent output/trajectory Agent Collaboration  Coded Agents and Plugins  Agent as Tools + Hierarchical, Collaboration Patterns for agents who are orchestrating other agents; negotiation and coaching techniques between agents  Open Telemetry and Evaluations Governance  Instance Management Operation Controls – Memory, alerts, asset management  Automation Suite  Dynamic and Feedback-Shaped Guardrails  Cost and ROI Estimation: price transparency and forecasting tools in Agent Run/trace Agent Builder Roadmap Roadmap – Subject to Change
  • 47. UiPath DevConnect Diana Gray Senior Community Marketing Manager UiPath, Inc. UiPath Agentic Automation Community
  • 48. 49 UiPath Community Vibrant ecosystem of more than 3 million professionals and students that succeed in their automation journey. You get to engage in: Scan the QR code to start your automation journey! 40+ developer events and hackathons every month Create and consume: blogs, videos, use cases Get recognized as MVP or automation champion Learn on the UiPath Academy and get Certified Get support on the Forum and share your voice
  • 49. 50 This is how we grow together! The UiPath Community is a vibrant ecosystem of automation professionals learning, supporting, and succeeding together in their automation careers. We are committed to transformation through an open, collaborative community, empowering its members to constantly learn, innovate, and push things further. https://community.uipath.com/
  • 50. 51 UiPath Community Benefits Developer Advantages Free role-based learning/events for developers Developer role certifications UiPath contributor opportunities: Chapter leader; MVPs Annual Automation Report/Trends
  • 51. 52 Your Learning Journey Starts Here Meant to offer the complete automation learning journey for a given role, to help you become proficient with the relevant UiPath technology. LearningPlans Courses, Diplomas, Learning Plans, and Certifications – all designed to help you grow. Whether you're new or experienced, there's something for everyone
  • 52. 53 Choose your certification path Learn and Prepare for the exam Schedule and take the exam Share your credential Steps to earn your certification Reflect it in Partner Compliance Share your achievement Schedule your exam Use Academy Learning Plans and practice tests Explore certification options Full candidate journey
  • 53. 54 UiPath Certified Professional Program Discover Automate Operate Business Analyst Automation Developer Solution Architect Specialized AI Infrastructure Engineer Test Automation Automation Suite Standalone Professional Associate Specialization Specialization Certification paths are structured around key roles essential for building a Center of Excellence.
  • 54. 55 Connect with experts and peers on the latest trends in agentic automation.​
  • 55. UiPath AgentHack Build the AI agents of tomorrow. Enter now for your chance to win a share of $50,000 in prizes!​
  • 56. 57 Let's get social Considerations for social • Use a clear CTA to direct audience engagement such as “Find me at #UiPathDevConnect!” or "Comment your thoughts on [product title]." • Ensure your posts include the event hashtag, #UiPathDevConnect to help with searchability, reach and continuity. • Humanize copy with emotion e.g. “I’m so excited to connect with the automation community at #UiPathDevConnect!” HASHTAGS TO CONSIDER #UiPathDevConnect #AgenticAutomation #UiPathCommunity • Short & specific posts create the most engagements (between 40-80 characters) • Facebook videos earn more reach than posts with only an image. • Use 180 characters with spaces for posts. • Get creative about the format with polls, GIFs, and cards. • Tag @UiPath in your posts • Use 200 characters with spaces – it’s a good place for those longer posts. • Mix it up by using multiple images, a video or even a poll. • Tag @UiPath in your posts.
  • 57. 58 Let’s get social Do it for the connections. Do it for the content. Just do it.
  • 58. Amit Tiwari VP of Technology @The Silicon Partners A unique combination of capabilities UiPath DevConnect: San Francisco, California Summit 2025 Pankaj Banka Co-Founder and COO @The Silicon Partners
  • 59. Evolution of Agentic AI Automation This evolution marks a significant shift in AI capabilities, where AI systems are designed to be proactive, engaging in complex reasoning and decision-making processes. This transformation is not just technological but philosophical, reshaping our approach to system design, product thinking, and human-machine collaboration. Journey from Rule-Based Automations to Agentic AI Process Automation Supervised Learning Rule-based workflows to manage end-to-end processes, limited to specific tasks. Fixed machine learning models trained on historical data i.e., invoices and ID cards. Generative AI Large language models began to respond to prompts and contextual information, interaction. Agentic AI The pinnacle of this evolution combines Generative AI with automation to create “Autonomous Agents" equipped with memory. These agents are not reactive but proactive, driven by intentions and capable of multi-step reasoning.
  • 60. UiPath DevConnect:Austin Summit 2025 Sandeep Panda Director, Product & Tech. Alliances UiPath UiPath Agentic Automation Community
  • 61. Industry Tools & Plugins Best-of-breed Frontier models 100+ connectors * connector builder for long-tail apps Multi-agent Workflows + Orchestration Azure AI Foundry API A2A UiPath Technology Partner Ecosystem
  • 62. System Actions User Actions Document & Email Processing M365, Dynamics, SAP, Salesforce, ServiceNow Desktop Operations, Legacy systems, Apps Semi structured and unstructured content “You cannot automate a process in isolation; integrating across technology boundaries is necessary for real business impact Ramnath Natarajan Director, Intelligent Automation at Johnson Controls ” Going beyond technology seams
  • 63. UiPath + Microsoft (Today) Your everyday AI Companion Agents UiPath Agents
  • 65. Bi-directional handoffs Key decision factors TCO Manageability Existing Investments Cost to Build + Integrate + Maintain Process, systems and people scope, management & orchestration needs Build on existing investments in UiPath or Power Automate
  • 66. Orchestrating multi-agent workflows Model Implement Operate Monitor Optimize
  • 67. Use Case Examples UiPath Agents Perform document extraction, classification and processing Manage customer or vendor comms, including complex topics such as disputes Calculate financial schedules from unstructured contracts Generate reports and manage approval workflows through Outlook, Teams and Copilot Collaborative resolution of outstanding items in Copilot or Copilot Chat Financial reconciliation agent using existing approval automations. Vendor/ Customer Docs Contract processing Financial reconciliation
  • 68. Customer Case Study: Johnson Controls International Enabling end-to-end agentic automation with Microsoft Copilot Studio & UiPath Agents Challenge Solution • UiPath agent, built with Agent Builder doubled the accuracy in sample data and improved the accuracy of extracted invoice by 10% in a single region pilot. • Copilot Studio agent demonstrated early improvements in categorization, also being evaluated for dispute resolution. • The integrated process enabled end-to-end touchless processing • 500K emails annually from customers querying about invoices (e.g. Missing invoice, Payment date heads-up) • Existing UiPath & Microsoft Power Automate automations with extraction and classification with Azure OpenAI API calls. • The team was hitting a glass ceiling with current automations due to (i) Classification of requests had a 55%-65% accuracy (ii) 20% - 25% of invoices did not have proper data extracted, needing human review and (iii) disputes affecting ~$40M of revenue 2 person days to pilot the first agent Annual Time savings unlocked Incremental ROI on an already automated process Encouraged by the results from the pilot, JCI, UiPath & Microsoft are “agentifying” additional processes that has potential to unlock significant business value 18,000H 500%
  • 70. UiPath DevConnect Diana Gray Senior Community Marketing Manager UiPath, Inc. UiPath Agentic Automation Community
  • 71. 72 Next Steps: Get Involved Review UiPath Agentic resources Join UiPath developer user group for monthly updates Develop a great idea for Agentic Automation and reach out to the UiPath team for support to develop
  • 72. 73 UiPath Agentic Resources: • Agentic Launch replay - https://www.uipath.com/events/agentic-automation- launch#register-now-agentic-automation-launch • Agentic Automation blog - https://www.uipath.com/events/devcon/power-10 • Agentic Automation website - 10 UiPath innovations furthering agentic automation | UiPath • Agentic Automation research report - https://www.uipath.com/resources/automation-analyst-reports/agentic-ai-research- report • The developer’s path to agentic automation - https://www.uipath.com/agentpath • UiPath Community - https://community.uipath.com
  • 73. 74 Agentic Automation Community User Group Join the DevConnect User Group Starts: July 1 – 1:00 PM EDT Monthly Meetings with UiPath Agentic Team Register here: https://community.uipath.com/e/mz4krn/ Benefits when joining DevConnect user group: • Sneak preview of products • Peer Use-Case Sharing • UiPath co-innovation on use-cases • Access to YouTube videos, presentations and event recordings • Access to recommended news, updates • Grow your network with like-minded people • Free expert-led Agentic training and certification training series available • Private UiPath forum channel for support and help.
  • 74. 4 How Did We Do? We’d love your feedback on today’s event. Scan the QR code to complete a short survey to help us improve future DevConnect experiences and a chance to win a $25 gift card!