深度报告-2025-11-17-UiPath-2026年AI与智能体式自动化趋势报告解锁发展蓝图_32页_8mb

报告摘要

UiPath 2026 AI and Agentic Automation Trends Report Summary

Introduction

The theme of this report is "Unlocking the Map," illustrating the progression from discovering potential to navigating a connected, governed agentic world. Organizations are moving from isolated trials to multi-agent systems for greater ROI, efficiency, and growth. Key trends include necessity driving reinvention, focusing on AI ROI, specialized vertical solutions, multi-agent systems, centralizing operational control, embedding guards for security, and enriching enterprise data. Enterprises must adopt new operating models and technologies to realize the full potential of agentic automation.

Trend #1: Necessity as the Mother of Reinvention

Core Idea: Agent-centric operating models will revolutionize work, making traditional systems inadequate.
Opportunity: Adopt an "agentic operating system" to handle scale, autonomy, and interconnectivity.
Key Impacts:
- More than 80% of occupations have AI performing over 25% of tasks.
- Technologies must support safe autonomy (auditable, explainable, resilient).
- Enterprises should adopt modular, composable, self-adaptive systems.
Strategic Action:
- Redefine workflows to integrate human, robot, and agent collaboration.
- Orchestrate multi-agent interactions securely and efficiently.
- Ensure compliance and governance capabilities.

Trend #2: AI ROI at Last

Core Idea: Enterprises are transitioning from experiments to execution of scalable agentic programs.
Progress:
- By 2026, agentic AI is expected to account for 10–15% of IT spending, growing at a 31.9% CAGR.
- Companies focusing on high-pain/high-gain opportunities see faster ROI.
Key Impacts:
- ROI-focused metrics include reducing costs, improving customer experience, and enabling faster decision-making.
- Multi-agent systems improve efficiency and scalability.
Strategic Action:
- Prioritize human and agent workflows, focus on “build vs. buy” for capability gaps.
- Embed governance, compliance, and optimization into multi-agent systems.

Trend #3: Vertical Ascent

Core Idea: Enterprise-specific “vertically focused” agentic solutions are accelerating adoption and ROI.
Key Impacts:
- Vertical solutions deliver faster deployment, lower integration risk, and embedded compliance.
- According to MIT, externally sourced projects are twice as likely to achieve outcomes.
- Examples: Healthcare claims management, finance KYC onboarding, supply chain optimization.
ROI Contribution: Faster ROI, reduced build time, and reliability.
Strategic Action:
- Define your build vs. buy strategy for key processes.
- Set assessment criteria for evaluating external solutions.

Trend #4: The Power of the Swarm

Core Idea: Multi-Agent Systems (MAS) demonstrate greater performance and scalability than single agents.
Impact:
- MAS teams reduce errors by up to 60%, accelerate execution by 40%, and reduce costs by 25% versus legacy systems.
- 45% of organizations are scaling MAS this year.
Deployment Domains:
- Banking & Insurance (KYC, fraud detection).
- Call Centers (inquiry triage, compliance).
- IT & HR (employee onboarding, service requests).
- Retail (dynamic pricing, demand forecasting).
Operational Considerations:
- Implement orchestration, interoperability, and governance for agent teams.
- Security-by-design is critical when multiple autonomous agents work together.

Trend #5: Enter the Command Center

Core Idea: Enterprises need centralized orchestration, governance, and agent management infrastructure.
Technology Foundation: An “Agentic Command Center” ensures governance and control at scale.
Key Features:
- Orchestration engine, policy-as-code, observability, lifecycle management, and agent governance.
Industry Predictions: By 2028, 70% of organizations deploying multi-agent systems will use centralized orchestration platforms.

Trend #6: Gloves Off, Guardrails Up

Core Idea: Security and trust are paramount as agents gain autonomy. “Trust by design” is becoming an industry standard.
Key Strategies:
- Governance-as-code (integrate policies directly into agent logic).
- Human-in-the-loop workflows for weak points.
- Runtime observability and continuous monitoring.

Trend #7: Data Goes Meta

Core Idea: Better data governance, context, and operationalization are prerequisites for agent success.
Key Components: Metadata, ontologies, real-time context, proprietary data, and zero-copy governance.
Impact:
- Companies with mature data strategies triple their chance to capture EBIT from data initiatives.
- Structured, governed data is essential for agents to improve accuracy and contextual understanding.

Conclusion: Executive Actions for 2026

Define your agentic operating model (human, robot, agent collaboration).
Focus on high-value processes for pilots—prioritize high ROI, efficiency, and strategic impact.
Invest in governance, orchestration, and security capabilities (including policy enforcement and observability).
Leverage prebuilt vertical agentic solutions for faster time-to-value and deployment.
Ensure data infrastructure supports agent logic, using structured, real-time semantics.
Move to a centralized command center and embedding security earlier in the agentic workflow.