On Technologies Begins Development of 'AI-Driven Management Platform KUON' to Redesign Management Itself with AI as the Foundation

On Technologies Inc., a group company of LegalOn Technologies Inc. that specializes in AI development for professional domains (Headquarters: Shibuya-ku, Tokyo; Representative Director: Nozomu Tsunoda), has begun development of the 'AI-Driven Management Platform KUON' (hereinafter 'KUON', https://on.tech/kuon), which redesigns entire management operations with AI as the foundation. Concurrently, the company is launching a recruitment program for 'KUON Project Partner Companies' targeting enterprises seriously considering transitioning to AI-driven management.

Background of KUON Development

AI-driven management is a new management model for the AI era, where AI is not merely used individually by humans, but where core management processes—such as decision-making, task execution, control, and audit trail management—are fundamentally designed with AI as the foundation, enabling AI to continuously support and execute business operations.

While AI adoption in enterprises continues to advance, as long as AI is introduced only as an afterthought to existing operations, AI utilization remains fragmented across departments and functions. As a result, the benefits of AI are limited to individual task efficiency, making it difficult to achieve transformative improvements across the entire organization. On Technologies believes that to maximize the value of AI, it is not sufficient to simply add AI to existing workflows; instead, the processes of strategy, decision-making, execution, and control must themselves be redesigned with AI as the foundation.

Key Features of KUON

This platform leverages the deep expertise that LegalOn Technologies and On Technologies—global companies based in Japan—have cultivated since their founding in applying AI and LLMs at the application layer, combined with profound professional knowledge in corporate structure, management theory, governance, and business operations (Professional AI). Centered on high-performance LLM models, the platform aims to enable AI-driven operation of the entire management process—from top-level 'strategic decisions' to 'execution'—along with governance mechanisms.

1. Redesign Management Operations with AI as the Foundation

The platform treats corporate management operations as a continuous cycle of creating, delivering, and selling value. It establishes a framework where the series of processes—'strategic decisions,' 'granular decision-making,' and 'execution'—within each cycle can be operated with AI as the foundation.

2. End-to-End Support from Strategic Decisions to Operational Execution

AI continuously supports the chain of decisions and actions stemming from top-level strategic decisions, aiming to autonomously organize and execute necessary tasks. This supports the acceleration of management operations and enhances execution capability.

3. Standardized Management of Judgment Rationale, Authority, and Audit Trails

The platform applies controls to processes within each operation that are prone to fraud or incidents, thereby reducing the risk of such occurrences.

4. Reduction of Resource Constraints

By driving management operations with AI, the platform aims to alleviate operational constraints caused by shortages of personnel or specialized talent, enabling faster and more continuous decision-making and execution.

5. Cross-Domain Collaboration via Professional AI

Leveraging the application-layer AI and LLM know-how and professional domain expertise cultivated by LegalOn Technologies and On Technologies since their founding, Professional AIs spanning key management operations—such as legal, HR, sales, and governance—interconnect on the platform to collaboratively support the entire management operation.

Recruitment of Project Partner Companies

On Technologies is seeking project partner companies that are eager to adopt this platform early and co-create practical implementations and success models for AI-driven management.

· Application Method:

Apply via the form below. Applications in English are also accepted.

https://on.tech/kuon

· Target Applicants:

Enterprises seeking to transform their management and operations with AI

· Schedule (Planned):

Proof of Concept (PoC) to begin by the first half of 2026; official launch targeted for April 2027

· Recruitment Scale and Selection:

Selected from among applicants.

※If the number of applicants exceeds capacity and a company is not selected as a project partner, they will be prioritized as an early beta user.

· Collaboration Scope:

Co-develop from the conceptual stage, applying the platform to the company’s own operations to build a successful model for AI-driven management

Initially, the collaboration will focus on essential management decision-making processes—such as applications, approvals, confirmations, judgments, executions, and audit trail management—to jointly verify new models of AI-driven management operations, gradually expanding the scope up to the strategic management layer.

Partner companies are expected to cooperate by sharing target operations and challenges, organizing current workflows, approval processes, systems used, and business rules, providing sample data and past case studies, offering feedback from operational staff and business leaders, and supporting effectiveness verification in areas such as processing time, review effort, approval lead time, and audit trail management. In the initial phase, large-scale system integration or data provision is not required; verification can begin with organizing business challenges and using sample data. Specific verification scope, target data, duration, and team structure will be determined through individual discussions with each company.

On Technologies will support the establishment of new governance models compatible with AI-driven management, AI-driven strategy formulation and execution, business process analysis, feasibility assessment for AI utilization, PoC design, prototype delivery, analysis of verification results, and clarification of operational issues. Beyond mere AI automation, we will jointly verify with partner companies a new management style where AI and humans collaborate—rethinking traditional practices based on human approvals, authority management, judgment rationale, and audit trails.

Regarding target operations, data, usage scope, retention period, access permissions, use for AI training, and public disclosure of results in co-creation projects, all aspects will be individually agreed upon based on each company’s security policies and confidentiality guidelines.

Why On Technologies is Developing This Platform

A platform where Professional AIs from various domains connect through KUON to realize AI-driven management.

This is the concept behind the 'AI-Driven Management Platform' that On Technologies is now developing.

LegalOn Technologies, the parent company of On Technologies, has been implementing AI in practical operations within the specialized domain of legal and contract management for nearly 10 years since its founding. From this experience emerged the concept of 'Professional AI'—AI equipped with domain-specific knowledge and decision-making criteria that deeply integrates into business processes to perform specialized tasks.

We have already developed a specialized Professional AI for the legal domain, Profes