Realize intelligent automation at your fingertips

Agent Marketplace provides a browser-based RPA Suite. Servers are available in a public cloud or in private deployment, and generally run on Linux.

Realize intelligent automation at your fingertips

Agent Marketplace - Robotics-Connect with the world of Intelligent automation at your fingertips

Agent Marketplace provides a browser-based RPA Suite. Servers are available in a public cloud or in private deployment, and generally run on Linux.

What is Robotic Process
Automation (RPA)?

Robotic Process Automation (RPA) is a technology that can let human manage robots and assign tasks to them on a digital system. These robots can handle repetitive, standardized and streamlined work to benefit human workers.
The evolution of AI , especially large language model (LLMs) significantly influnces the development of RPA. Besides serving the as the executing role, AI can offer the orchestration, governance, and security assurance for deployment of enterprise-grade intelligent automation.

What is Intelligent Document Processing?

Intelligent Document Processing (IDP) is an ability powered by OCR, NLP, and LLMs to recognize, extract, classify, compare, and audit both structured and unstructured documents, such as contracts, invoices, and reports. By transforming paper and electronic documents into actionable structured data assets, IDP accelerates the process of converting enterprise information into organized, reusable data.

Six Core Capabilities of IDP

Accurately extracts text (with positional information) across diverse scenarios, supporting multiple languages such as Chinese, English, Spanish, and French. Handles complex conditions including occlusion, skewed angles, and densely packed text.

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Powered by large language model semantic understanding, this capability enables the parsing of global financial and logistics documents—across multiple languages and unrestricted layouts.

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Aimed at enterprise-level arbitrary-format document extraction, this capability is based on proprietary text recognition technology, combined with document detection, document understanding, and comprehensive post-processing rules, enabling accurate extraction with only a small number of samples.

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Automatically classifies entire documents or single pages, identifies unknown types and issues alerts, enabling front-end routing to improve processing efficiency.

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Accurately identifies additions, deletions, and modifications in documents, enabling full-text comparison across lines and pages. Quickly locates and highlights differences, and allows one-click export of a complete report, significantly improving processing accuracy and efficiency.

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Leveraging the capabilities of large language models, rules can be configured to automatically intercept and precisely locate contract risk points, providing professional risk analysis and decision-making support. This improves average contract review efficiency by 60%, significantly accelerating the entire contract processing workflow.

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Agent Marketplace

Core Advantages

Leading Performance
Powered by dual engines, semantic understanding via LLMs and Laiye’s proprietary OCR, our solution delivers top-tier recognition accuracy, even in complex scenarios.

Enterprise-Grade Security

Certified by international standards such as ISO/IEC 27001, ensuring 99.9% system reliability and data security.

Agile and Intelligent
Zero-shot document processing, with closed-loop collaboration across departments. Human feedback fuels continuous self-learning and iteration.

Open and Integrated
Natively integrated with RPA. Seamless API/MCP connectivity with 50+ business systems and AI applications for end-to-end intelligent document handling.

Agent Marketplace

Agent Marketplace

Record operations on computer and generate process description

Agent Marketplace in Browser

Icon for Affordable pricing, exceptional value
Affordable pricing, exceptional value

Work with many experienced automation developers who deliver high-quality, cost-effective solutions tailored to your business needs.

Icon for Proven expertise, on-time delivery
Proven expertise, on-time delivery

All developers are professionally trained with strong technical skills and a customer-first attitude. We offer both remote and on-site development, as well as online and offline consulting services.

Icon for Customized experience
Customized experience

Enjoy concierge-style service throughout the entire engagement, ensuring a smooth experience and full protection of your interests.

Cloud-Native Robot - Robotics-Virtualization deployment

Ready-to-use marketplace

Access a wide range of prebuilt automation bots designed for common office tasks, complete with success stories and engaging video demonstrations. The marketplace spans over a dozen industries—including e-commerce, logistics, HR, finance, healthcare, offering rich, diverse scenarios to meet a variety of business needs.

Cloud-Native Robot - Robotics-More stable execution

Talent pool for developers and businesses

With Laiye’s developer community, our network of experienced engineers can take on projects across industries. The platform provides a direct channel without commissions or extra fees, empowering developers to monetize their skills. New and aspiring developers also gain valuable opportunities to participate in real projects and gain unique experiences.

Difference Between Different Types

Features
Human-AI Collaboration
Floating Authorization
Human-AI Collaboration
Binding Machine
Unattended
Floating Authorization
Activation
Account and Password
Activation Code
Encription Key
Internet Connection
Automation Commander

Difference Between Community and Enterpise Versions

Features
Community Version
Entreprise Version
Process Operation
Binding Credientials
Massive Deployment

Paradigm Shift in RPA Development

Difficulty
Traditional RPA Development
Magic Hat RPA Development
Build Development Structure
Drag-and-drop commands
Describe–Generate–Verify
Skill Requirements
Proficient in all commands
Clearly describe automation steps
Develop RPA Extensions
Professional developers
Common Developers

Differences between SaaS Version & On-premise Version

Modules
Features
SaaS Version
On-premise Version
Building Skills
FAQ
Flow Builder
Automation
Table QA
Document search
Annotation
Online Learning
Issue Management
Knowledge Mining
Preset Messaging Channel
Preset Voice Channel
Pre-built Connectors
Pre-integrate vendor
Preset Customer service
Custom Handover API
User Channel Widget
Customer experience
User Feedback
NLU Customization
Multi-Model Interaction
Dynamic Dialogue Policy
Customization
Personalized Experience
Metadata Application
Authority system
API Integration
Scalability

Differences among different types

Attended & Floating
Attended & Node-locked
Unattended & Floating
Activation
With account and password
With “Activation code”
With Secret Key
Network
Need
Not Need
Need
Commander
Necessary
Not necessary
Necessary

Differences between community version & enterprise version

Features
Community Version
Enterprise Version
Process Execution
Node-locked License
High-Density Deployment

Differences between community version & enterprise version

Features
Community Version
Enterprise Version
Foundational Function
Client Software Update
Parameters & Credentials
Real-time Monitoring and Screencap
Role & Department Management
Open API

RPA in the Future

As Foundation of Intelligent Automation

RPA will continue to be a core tool in enterprise digital transformation. By leveraging low-code platforms, it lowers the development barrier and enables cross-system task automation. Its non-intrusive nature allows for seamless integration with legacy systems, ensuring execution of complex workflows. Meanwhile, containerization drives its evolution toward cloud-native architecture, enhancing collaboration with API-based automation.

Drive the Landing of AI Agents

Digital Worker Builder: Enables graphical configuration of AI Agents with complex decision-making capabilities to support advanced automation scenarios.
Agent Interaction Hub: Integrates MCP technology to provide standardized system interfaces, allowing business users to directly trigger automation processes.
Cognitive Automation Upgrade: Combines large language models to enable natural language interaction, document comprehension, and intelligent decision-making.

New Pattern of Human-AI Collaboration

Employee Empowerment: Frees human resources from repetitive tasks (e.g., monthly report preparation in finance accelerated by 40x), allowing focus on higher-value work.
Human-AI Collaboration: Enables natural language interaction through chatbots and smart forms, automatically triggering manual intervention when exceptions (like invoice issues) arise.
Democratized Automation Skills: Empowers business users to build automation workflows independently, with a low-code approach validated by an 800,000-strong developer community.

RPA Center of Excellence

The RPA Center of Excellence (CoE) is a cross-functional team that consolidates best practices in RPA deployment, standardizes data interfaces and operation models, and drives enterprise-wide automation at scale.
For the enterprise: Enhances operational decision-making, unlocks data value, and reduces the cost of repetitive tasks.
For employees: Empowers staff to develop RPA skills, boosting productivity and creativity.

IDP in the Future

Cogntive Automation

Driven by large language models, semantic understanding of documents evolves toward decision-making analysis, enabling a closed-loop decision cycle, from clause impact analysis, cost simulation, to actionable recommendations.

Fusion of Multiple Models

Enables joint analysis of text, images, and tables to generate actionable business insights. Breaking the limitations of single-modal processing, it builds an integrated analysis pipeline, from documents to seals, signatures, and data tables.

Real-time Data Bank

Connects with enterprise data asset management platforms to accelerate the structuring of data resources (“into the table”). Builds a value chain from document data, to asset valuation, and to business insights.

How can we help you do better and be better ?