Generative AI Support
2026-04-27 01:01:42

Leveraging Generative AI: Supporting Over 30 Industries for Efficiency

Overview of Comix's Generative AI Support Services



In recent years, generative AI has emerged as a pivotal solution for various sectors, especially within Japan’s small and medium enterprises (SMEs). As labor shortages become increasingly critical, industries such as construction, healthcare, and manufacturing are leveraging AI to enhance operational efficiency. Comix, a Tokyo-based company, has successfully implemented generative AI support services for more than 30 businesses, across a range of industries, demonstrating its potential to improve productivity.

Background and Challenges



The urgency for technology adoption in SMEs arises from a significant labor shortage, illustrated by a survey conducted in October 2025, which revealed that 51.6% of companies felt a lack of sufficient employees, a trend that has persisted for four years. Construction, in particular, suffers notably, with a staggering 72.4% of firms indicating a labor shortage, making recruitment a structural challenge in the sector.

Furthermore, industries like manufacturing and healthcare are echoing similar concerns, revealing a widespread need for effective resource management. Despite 55.2% of Japanese companies integrating generative AI into their operations, the adoption rate among SMEs with fewer than 300 employees remains a mere 10%. This disparity reflects a growing “AI gap” between large corporations and smaller entities.

Interestingly, many smaller businesses lack confidence in AI applicability, viewing tools primarily through the lens of large enterprises or tech firms. However, the essence of successful AI integration lies not in specialized knowledge but in understanding operational bottlenecks. When SMEs clearly identify where their time is being spent, they will find that generative AI can be adapted to any sector’s specific needs.

Service Offerings



1) Industry-Specific Case Studies



Comix's outreach spans a diverse range of sectors, showcasing successful AI applications even in companies without dedicated IT personnel. Here are a few notable examples:

  • - Construction: Automating the reading of PDF construction plans and estimates has streamlined on-site management through the utilization of GAS and Gemini API.
  • - Residential Construction: Analysis of design drawings leading to cross-departmental AI implementation via Claude Code, enhancing operational efficiency across teams.
  • - Accounting and Tax Offices: Development of simulators that suggest optimal career paths based on input from certified accountants’ experience and skills.
  • - Medical and Welfare Institutions: Efficiency gains have been made in document preparation and information organization, using Google Workspace to form structured processes.
  • - Manufacturing and Logistics: AI is utilized to analyze order data, optimize delivery schedules, and manage warehouse operations effectively.

2) Consultations for the Generative AI Support Package



Based on its extensive track record, Comix invites SMEs to consult on its “Generative AI Support Package.” Designed with an understanding that many businesses may lack dedicated IT staff, the service consists of three main pillars:

  • - Environment Setup: Integrating AI functionalities at low costs by utilizing Google Workspace, GAS, and Gemini API without the need for new systems.
  • - Guideline Development: Conducting surveys to identify staff challenges and establishing priority areas for AI application.
  • - Training for Sustainability: Regular meetings (bi-weekly to monthly) led by dedicated instructors to facilitate hands-on training and guidance on AI utilization for staff.

AI support consultations are also available, allowing potential clients to register for online assessments by completing a free diagnostic questionnaire.

Unique Features and Advantages



  • - Problem-Solving Approach: By beginning with operational challenges instead of industry knowledge, Comix's support can be adapted across various business types.
  • - Cost-Effective Solutions: Monthly API costs can remain very low, making ongoing operation feasible for SMEs.
  • - Guidance from Dedicated Instructors: The focus extends beyond tool development; the aim is to enable businesses to independently manage their operations even after assistance concludes.
  • - Support for Grants: Comix also assists in grant applications, like the Ministry of Health, Labour and Welfare’s Employment Development Grant, lowering the barriers for AI integration.

Target Users and Potential Use Cases



Potential Users


  • - SME Executives: Leaders looking to relieve personnel shortages and operational burdens cost-effectively, seeking tangible returns on investment.
  • - On-Site Managers: Individuals responsible for construction management, factory oversight, and facility administration eager to streamline routine tasks like documentation or data entry.
  • - Administrative Departments: Teams aiming to enhance the overall workflow without IT experts, thus improving productivity across the organization.

Possible Use Cases


  • - Indirect Operations: Automating the reading and transcription of paper and PDF reports, facilitating internal inquiries, and generating meeting minutes.
  • - Field Operations: Analyzing drawings and specialized documents, summarizing questions that arise on-site, and preserving knowledge.
  • - Strengthening Organizational Efficiency: Enabling staff to create and improve simple tools through AI, thus fostering a self-sufficient organization.

Future Outlook



Comix is dedicated to alleviating workforce shortages and enhancing operational efficiency through generative AI support tailored to SMEs. The goal is not simply installation but to ensure ongoing improvements and capacity-building within businesses across all sectors.
Further enhancing this support, Comix plans to integrate its corporate e-learning platform, “Comix Academy” (offering over 1,100 courses), into their training approach. This will provide a substantial educational foundation, significantly boosting SMEs' AI manpower development and transformative business operations.


画像1

Topics Business Technology)

【About Using Articles】

You can freely use the title and article content by linking to the page where the article is posted.
※ Images cannot be used.

【About Links】

Links are free to use.