Building AI-Native Business Operations Infrastructure

Standardizing and optimizing operations across departments to realize AI-driven efficiency and innovation company-wide.

Service

Comprehensive support from prototype development to implementation and operations

We analyze operational challenges and realize automation and efficiency through AI and software development. Rather than just implementing systems, we provide comprehensive support from prototype development to implementation and operations while visualizing business impact. The knowledge accumulated through this process leads to future service development and construction of new business foundations.

  • Business Analysis and Initiative Evaluation


    • Identify challenges by combining on-site interviews and data analysis, focusing on finance, sales, and operations
    • Structure challenges and identify root causes through interviews with field managers
    • Visualize improvement opportunities through SKU-by-SKU and customer-by-customer profitability analysis, and quantification of costs by business process
    • Calculate improvement impact and present implementation priorities with clear ROI
  • AI & Automation Development


    • Participate from initial stages when requirements are unclear, conducting parallel challenge clarification and technical feasibility verification
    • Build working prototypes rapidly for early construction and continuous improvement through user feedback
    • Provide comprehensive support from full-stack development integrating frontend, backend, and infrastructure to operational design
    • Select optimal technology and form teams according to project nature, advancing from both PM and technical perspectives

Work

Cross-functional solutions for technology × business × organizational challenges

From startups to large enterprises, we consistently handle technical implementation and project management under complex constraints. We provide comprehensive support including hypothesis verification in unclear requirement phases, stakeholder coordination, and organizational development.

Pre-Series A・Cross-functional
Startup Comprehensive Support
Provided comprehensive support for a robotics startup with 5-6 technical team members from zero back-office staff state to Series A funding of 400 million yen over 2 years and 6 months. Continuously executed cross-functional operations including technical PMO meetings, grant application writing, accounting processing, and sales calls on the same day.
Technology-driven・0→1 Project
Gaming Data Analysis System Development
Starting from the abstract goal of improving gamer performance, continued weekly technical challenge-focused meetings with clients three times per week from establishing 'what should be measured' project goals. Achieved cross-platform support with PyQt + OpenGL for high performance requirements of 60fps and low latency. Also developed Streamlit web version for mid-term new features and socialization while ensuring code commonality.

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From idea validation to business system construction, we support product development with data × business expertise.

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