Achieving 'Holistic Optimization' in Manufacturing with Quantum-Inspired Computing × AI Agents: Launching a New Manufacturing-DX Specialized Business and First Exhibition at '1st Monozukuri NEXT'

Data4cs Inc. (Headquarters: Minami-Azabu, Minato-ku, Tokyo; President & CEO: Takashi Furumoto), which has supported corporate decision-making since the dawn of data science over 20 years ago, is now fully launching a new 'manufacturing-specialized' business to revolutionize Japanese manufacturing by integrating its advanced analytical expertise.

As its first initiative, the company announces its debut exhibition at the '1st Monozukuri NEXT,' a newly established and highly anticipated zone within the 38th 'Monozukuri World [Tokyo],' Japan's largest manufacturing exhibition, starting July 1, 2026 (Wednesday).

## Background: Realizing 'True Manufacturing DX' by Combining Data Science and On-Site Expertise

Currently, while 'data collection' in manufacturing sites has progressed, many cases still fall short of achieving 'holistic optimization' that considers the entire manufacturing process and integrates with core systems (ERP).

By combining its 20 years of data analytics expertise with the insights of newly onboarded 'experts deeply familiar with manufacturing sites and systems,' the company supports end-to-end processes—from data collection and storage to manufacturing planning optimization and even automated decision-making via AI agents. It delivers highly effective solutions deeply rooted in on-site operations.

Support is available at every layer—collecting, storing, and analyzing data generated in both offices and factories. The company provides seamless support from small-scale pilot projects using existing system data to full-scale enterprise-wide implementation.

## Exhibition Highlights: Holistic Optimization Solutions to Complete Manufacturing DX

At this exhibition, the company will showcase three pillars that digitize on-site 'tacit knowledge' and connect management with the shop floor through data:

- End-to-End Manufacturing Scheduling (Enterprise-Wide Planning Optimization)

Complex constraints inherent in the production floor and 'tacit knowledge' existing only in the minds of skilled workers are extracted and formalized into mathematical expressions. Using 'quantum-inspired computing,' these vast conditions are processed at ultra-high speed to automatically generate holistic, enterprise-wide optimal schedules. This eliminates dependency on individuals and optimizes manufacturing QCD (Quality, Cost, Delivery).

Support begins with analyzing existing data without requiring system overhauls. A true digital twin is constructed, including autonomous AI agents.

- AI Utilization of On-Site Data (IoT, Predictive Maintenance, Quality Improvement)

The company supports building data collection infrastructure via IoT and MES (Manufacturing Execution Systems), AI-powered image analysis for quality control, and predictive maintenance through data analytics. It enables smooth integration with existing ERP systems and creates an environment where the shop floor can anticipate 'what needs to be done now.'

- 'Explainable AI Agents' That Gain On-Site Acceptance

A next-generation interface that enhances true data utilization by streamlining all administrative tasks. It enables users to implement parameter settings and prompts—typically embedded in internal code—transparently and with full understanding, avoiding black-box operations.

Use Case 1: Simply inputting a client's name automatically generates a 'customized proposal document (discussion paper)' within minutes by integrating internal knowledge with external information. This enables persuasive sales proposals and immediate decision-making, significantly reducing on-site workload.

Use Case 2: When automating production planning and procurement tasks with AI agents, introducing them with behavior closely resembling human judgment—and clearly explaining the rationale—facilitates easier acceptance from on-site personnel.

### [Featured Experience Demo] AI Sales Agent 'D4c AI Sales Agent'

At the exhibition booth, a demo will be available for media and visitors to experience the power of AI. By simply holding a business card up to a camera and answering a few simple questions, the AI agent instantly generates a 'proposal summary' tailored to the individual's specific challenges and a visually intuitive 'infographic,' immediately emailing it to the address on the card. Experience the innovative process of integrating Data4cs's knowledge with external information such as the client's website to deliver personalized sales proposals in minutes.

Main AI Technologies: Generative AI image processing, voice AI processing, image generation AI, RAG, AI agents

This is a reference exhibit. Automation capabilities expand infinitely when integrated with the client's SFA or CRM systems. We support implementation in your specific environment after the experience.

## Reliable Support System: Monozukuri Innovation Promotion Department

The Data4cs Group is not merely a tool vendor. The newly established 'Monozukuri Innovation Promotion Department' includes not only data scientists but also manufacturing industry veterans and production management specialists. Despite being a first-time exhibitor, the company offers end-to-end, on-site-accepted support based on 20 years of proven results. Individual consultations for each company's specific challenges will also be available at the booth.

## Exhibition Overview

- Exhibition Name: 38th Monozukuri World [Tokyo] (featuring the 1st Monozukuri NEXT)
- Dates: July 1 (Wed) – 3 (Fri), 2026
- Venue: Tokyo Big Sight
- Booth Number: Monozukuri NEXT [E37-30]
- Invitation Ticket: https://www.manufacturing-world.jp/tokyo/ja-jp/register.html?code=1674739885681518-YFI
- Exhibition Details Page

## Future Outlook

Centered on the newly established 'Monozukuri Innovation Promotion Department,' the company will support manufacturing with data science. By digitizing skilled craftsmanship, optimizing production planning with AI and quantum-inspired computing, and providing end-to-end support from solving on-site issues to enhancing management, it will innovate the future of Japanese manufacturing.

## Company Overview

- Company Name: Data4cs Inc.
- Founded: October 2005 (20 years of dedicated data science expertise)
- Business Activities: Data science, development and provision of AI solutions, manufacturing DX support
- Website: https://data4cs.co.jp/

Data4cs Inc.

Data4cs Inc. (D4c Group) is Japan's largest AI and data analytics group, with over 200 data scientists. By combining advanced analytical technologies cultivated across diverse industries with the real-world on-site insights of manufacturing industry veterans, it has launched the 'Monozukuri Innovation Promotion Department' to powerfully support manufacturing DX by solving on-site challenges.