Unleashing the Power of Agentic Automation with UiPath Maestro

UiPath has announced a groundbreaking advancement: Agentic Automation, a bold new approach that combines agents, traditional automation, and human oversight to redefine enterprise productivity. At the heart of this evolution is UiPath Maestro, a next-generation orchestration platform that brings agents, robots, and humans together to deliver seamless, intelligent business processes.

A New Vision: Agents Think, Robots Do, Humans Lead

The future of automation lies in symbiosis. While RPA revolutionized task execution through rule-based bots, Agentic Automation introduces adaptable, cognitive agents that can reason, provide recommendations, and respond dynamically to business conditions. UiPath’s guiding principle, “Agents think, robots do, humans lead”, emphasizes human control while enabling software to function with increased intelligence.

Meet Maestro: Intelligent Orchestration for Modern Enterprises

UiPath Maestro is the control plane for agentic workflows. It allows teams to design, run, monitor, and manage entire processes in real time across agents, bots, and humans. Key highlights include:

  • Live Instance Management Pause, resume, migrate, or retry running workflows without interruption
  • Process Heatmaps – Visually identify bottlenecks, failures, and long-running tasks
  • Parallel and Dynamic Routing Run multiple branches of a workflow simultaneously, improving efficiency and resilience

Build the Right Agent: Low-Code or Pro-Code

UiPath now supports the development of agents using both low-code and pro-code approaches:

  • Low-Code Agents – Utilize Autopilot, a conversational interface that enables business users to describe their needs in plain language. Autopilot then builds and configures the agent, including prompt design, tool selection, and evaluation logic
  • Pro-Code Agents – It can be developed in Python or TypeScript with full support for LangChain, including observability through LangSmith. These agents can be published and governed natively within UiPath, making it easy to scale advanced, cognitive workflows

Computer Use: UI Automation with Human-Like Flexibility

A standout announcement was Computer Use, a new class of UI agent that mimics how a human operates software by clicking, typing, and navigating visually through screens.

This approach is ideal for automating UI workflows that change frequently or lack stable APIs, such as vendor portals or legacy systems. Rather than relying on brittle selectors or static rules, Computer Use agents dynamically interpret and act upon the UI.

While Computer Use adds powerful flexibility, its performance may not always match traditional workflow automations. Use cases that require high throughput or strict precision may still benefit more from structured, rule-based workflows or API integration. The true value of Computer Use lies in its ability to unlock automation where other methods may fall short, making it a valuable complement in a hybrid strategy.

Ensuring Agent Reliability: Simulations and Evaluations

To address the non-deterministic nature of AI agents, UiPath introduced a robust framework for testing and validating agent behavior:

  • Simulated Runs – Agents can be tested in virtual environments that replicate real-world conditions, including system failures and edge cases
  • Evaluation Sets – Automatically generated test scenarios benchmark an agent’s responses against expected outcomes, helping developers fine-tune prompts and logic
  • Health Scores Built-in AI evaluates the quality of prompts and provides suggestions for improvement in clarity, consistency, and reasoning

Healing Agents, UI Agents, and the Enduring Role of Robots

In addition to Computer Use, UiPath introduced new capabilities that strengthen automation resilience:

  • UI Agents – Autonomously perform tasks such as scheduling meetings or navigating interfaces, without requiring manual UI scripting
  • Healing Agents – Detect and resolve common UI failures like unexpected pop-ups during runtime to reduce error rates and minimize maintenance effort

It is important to emphasize that robots remain an essential part of the automation ecosystem. Robots are ideal for deterministic, high-performance tasks. By combining robots and agents within the same process, UiPath enables more granular and scalable automation than ever before.

Interoperability, Partnerships, and What Lies Ahead

UiPath is further strengthening its open ecosystem by introducing:

  • Native support for platforms such as Salesforce, SAP, Microsoft 365, and Copilot
  • Compatibility with leading agent protocols, including LangGraph, Model Context Protocol, and Google’s A2A
  • Strategic partnerships with Microsoft, Crew AI, and others to bring agentic automation into complex enterprise environments

The company also previewed future enhancements, including support for reasoning models, multi-agent crews, and plan-and-execute AI architectures designed for long-horizon workflows.

Final Thoughts

UiPath’s Agentic Automation launch represents a significant leap forward in enterprise automation combining AI-powered agents, robust orchestration through Maestro, and transformative features such as Computer Use and Healing Agents. The result is a highly flexible, intelligent platform that is built to meet the evolving needs of modern organizations.

As a Platinum Partner of UiPath, Miracle is proud to help enterprises unlock the full potential of these innovations. Whether your organization is just beginning its automation journey or looking to scale with agentic workflows, our team has the experience and capabilities to support you every step of the way.

Are you Ready to transform your Business with UiPath?

Reach out to Miracle Software Systems, Inc. now to discover how we can assist you, ranging from strategizing and executing to refining and ensuring lasting prosperity.

Let’s collaborate on shaping the future of automation.

About the author

Sameer Jaokar

Sameer Jaokar is a seasoned IT leader specializing in AI and automation, delivering multimillion-dollar value through cost-saving and efficiency-driven initiatives. Renowned for turning challenges into opportunities, he helps organizations harness intelligent technologies to drive sustainable growth and maintain a competitive edge.

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