Krugle Releases Autonomous AI Agent Platform "Krugle Squad"! Assetize Business Know-how and Expertise as "Skills" to Support Autonomous AI Agent Operations and Automation

Krugle Squad (Headquarters: Minato-ku, Tokyo; Representative Director and President: Jun Kawakita) is a platform for businesses that allows for the management of unique business know-how and expertise as "skills," and the construction and operation of autonomous AI agents (expert members) that utilize these skills.

In recent years, while many companies are increasingly utilizing generative AI, business know-how and expertise are often dispersed among individual employees, and work procedures and judgment criteria are frequently not sufficiently standardized. As a result, even with the introduction of AI, its scope of application remains limited, leading to challenges in improving the productivity of the entire organization.

To address these issues, Krugle Squad provides a mechanism for companies to systematize their business know-how and expertise as "skills," enabling organization-wide management and sharing. Furthermore, by establishing pre-defined workflows that reflect work procedures and judgment criteria as "blueprints," it supports the standardization and continuous improvement of business processes.

Users can simply request tasks based on their work content and objectives, and AI agents will autonomously collect and analyze necessary information, formulate execution plans, execute tasks, and create deliverables.

By combining the skills required for each task, companies can easily build AI agents that reflect their unique knowledge and best practices.

This promotes the sharing and inheritance of business know-how, which tends to be person-dependent, while supporting the standardization and automation of operations, thereby improving overall organizational productivity and enabling continuous business improvement.

Krugle will continue to support the creation of new work environments where humans and AI collaborate by organizing companies' knowledge assets and business assets in a way that can be utilized across the organization.

Key Features of Krugle Squad

Assetize Company Expertise and Business Know-how as "Skills"

Companies can register and manage their unique business know-how and expertise as "skills."

Registered skills can be shared and reused by multiple AI agents, allowing business knowledge that tends to be dispersed among individuals to be accumulated and shared as an organizational asset.

Task Execution by Autonomous AI Agents

Users can simply give instructions such as "Investigate this" or "Create this," and AI agents can be entrusted with the entire process, including information gathering, analysis, task execution, and deliverable creation.

This frees up employees from routine tasks, allowing them to focus on higher value-added work.

Automation of Routine Tasks with Blueprints

Routine tasks can be registered as "blueprints" for periodic or repeated execution.

This leads to increased efficiency and consistent quality for recurring tasks such as regular report creation and daily operational tasks.

Secure Sandbox Environment

AI agents operate in a sandbox environment, executing processes while deploying necessary data and files.

By using independent execution environments for each task, both safety and manageability are achieved.

Integration with Diverse Systems

Integration is possible with various data sources such as Git, Google Drive, Google Docs, Jira, Confluence, Slack, and PostgreSQL. By cross-referencing information dispersed across departments and systems while proceeding with work, the burden of information searching is reduced, leading to improved overall work efficiency.

想定ユースケース (Assumed Use Cases)

Krugle Squad can be utilized in a wide range of business areas, from system development and maintenance operations to internal knowledge utilization and back-office tasks.

【System Development and Maintenance Operations】

• Streamlining system maintenance and operation tasks

• Support for initial investigation during system failures

• Impact investigation for system changes

• Creation and updating of code documentation

• Assessment of legacy systems

• Compliance checks with development standards and security norms

• Embedded software development support

【Knowledge Utilization and Operational Efficiency in Various Support Tasks】

• Technical inquiry response

• Promotion of internal knowledge utilization

• Automation of various back-office tasks

Knowledge Utilization with Krugle Biblio Integration

Krugle Squad integrates with "Krugle Biblio," a knowledge management platform provided by Krugle.

Krugle Biblio is a knowledge management platform that pre-processes diverse information assets such as source code, specifications, design documents, Excel, Word, and PDFs into a format that AI agents can easily understand, and organizes and manages related information as collections, making it easy to utilize knowledge and information assets dispersed within the company.

Notably, it can ingest non-standard data (unstructured data) and Excel files, which were previously difficult to RAG (Retrieval-Augmented Generation).

Krugle Squad can perform tasks by referencing the knowledge accumulated in Krugle Biblio, supporting information gathering, investigation, analysis, and deliverable creation based on company-specific knowledge and business rules. Furthermore, by combining the pre-processing of knowledge by Krugle Biblio with the execution of AI agents by Krugle Squad, it achieves both improved response accuracy and optimization of AI usage costs (token usage), enabling efficient AI utilization. This allows companies to advance AI utilization that is more practical while leveraging their existing information assets.

Integration between Krugle Squad and Krugle Biblio

Comment from Jun Kawakita, Representative Director and President of Krugle Inc.

"The reason why person-dependent knowledge within companies is not utilized by the organization is the challenge that information is non-standard and difficult to share. The previously launched 'Krugle Biblio' pre-processes this non-standard data into a form that AI agents can understand. It goes beyond pre-processing single files, cross-processing related files according to the purpose. Then, in 'Krugle Squad,' AI agents that freely utilize the pre-processed information as skills operate. With 'Krugle Biblio & Squad,' which is on a different dimension from general AI agents, we aim to contribute to the inheritance of company-specific technology and productivity."

Product Overview

Product Name: Krugle Squad

Release Date: July 1, 2026

Service Format: Annual Subscription

URL: https://www.krugle.co.jp/squad/