We go beyond consolidating fragmented data. By combining human business knowledge with AI, we define and generate data from areas that were never captured before — including tacit knowledge and decision logic embedded in manufacturing floors and business processes.From modeling to implementation, we build AI-ready data infrastructure that functions at the level of real business operations.

Data & Infrastructure

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Targeting areas that conventional data analysis could not handle, we build data infrastructure designed on the premise of AI utilization.

We go beyond consolidating fragmented data. By combining human business knowledge with AI, we define and generate data from areas that were never captured before — including tacit knowledge and decision logic embedded in manufacturing floors and business processes.From modeling to implementation, we build AI-ready data infrastructure that functions at the level of real business operations.

We identify gaps in your existing systems and data flows, including business processes and decision-making areas that have never been captured as data. Through stakeholder interviews and documentation review, we clarify not just what data exists, but what is missing and where structural issues lie.

Discovery & Analysis

We define the direction and priorities for data utilization based on your business objectives. With a Human-in-the-loop approach, domain experts remain involved throughout — designing data items, definitions, and decision criteria rather than leaving it to AI alone.

Data Definition

We design data models aligned to your intended use cases, establishing rules for integration and transformation. The structure is built to accommodate future expansion and new data sources.

Data Modeling

In addition to integrating existing data, design mechanisms that continuously generate data out of business operations. By incorporating log design, input design, and feedback loops, construct an environment that can continuously learn and improve by combining human operational understanding with AI. Operational design including security and permissions management is also conducted.

Beyond consolidating existing data, we design mechanisms that continuously generate new data from within business operations. Log design, input design, and feedback loops are built in, creating an environment that learns and improves over time through the combination of human business knowledge and AI. Security and access management are also part of the design.

We build an analytics environment on top of the data foundation, enabling data to drive real decision-making. Use cases are implemented in direct continuity with existing business processes.

Analytics Environment

We embed AI and data utilization into business processes, designing for real-world operations from the start. An operational framework is established to enable continuous improvement and expansion.

Operational Integration

Data Architecture

Data Integration

Data Activation

Data Governance

Through workshops and hands-on collaborative projects, we help your organization build the capabilities to drive AI and digital initiatives independently. Beyond external delivery, we transfer knowledge and develop internal talent in parallel with project execution, building expertise that stays within the organization. Through learning by doing and continuous knowledge sharing, we support the transition to a team that can keep advancing on its own.

Workforce Enablement

We support the full journey of AI agent development — from concept and design through development, production deployment, and ongoing improvement. Our solutions are designed around real business challenges: automated responses, streamlined training, and process automation. The result is improved employee experience alongside faster, higher-quality operations.

AI Agent Development

We design and develop sophisticated digital products, integrating AI and data capabilities throughout. Involved from the concept stage, we build products that deliver user value and business outcomes in equal measure. Through agile development, we iterate rapidly and continuously, evolving products that sustain long-term business growth.

Digital Product Development

Rooted in a deep understanding of your business and users, we design and implement customer experiences with digital at the center. From research and analysis to strategy, brand development, experience design, and implementation — we support the full journey, using data to drive user value and business outcomes in parallel.

CX Transformation

We use AI to analyze and rebuild existing systems, turning black-box legacy environments into transparent, future-ready assets. By unifying visibility across code, data, and business logic, we accelerate migration to a system architecture built for AI adoption and digital transformation.

Systems Modernization

From exploring what's possible with AI and digital technology to designing a concrete strategy built for real implementation.Grounded in your business strategy and operational structure, we develop sophisticated roadmaps that balance impact with feasibility, then connect directly to the implementation phase. We support the full journey, from cross-organizational rollout to building a sustainable foundation for continuous advancement.