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Asmirai

Case Studies

Background, challenges, our support, and outcomes — shared to the extent we can disclose. Some projects cannot be published for confidentiality reasons.

* Published content is limited to what each client has approved.

Manufacturing | Sumitomo Heavy Industries Process Equipment Co., Ltd.

Decision Support for Manufacturing Processes through Time-Series Data Analysis

  • Time-series analysis
  • Anomaly detection
  • Python
  • Machine learning
Challenge
Time-series data accumulated on site was underutilized; the client wanted to surface the patterns and trends hidden in it for business decision-making.
Deliverables & where they are used
Anomaly detection and state estimation models, plus a report that puts the findings into words — provided to support decisions in the field.

Government | Yatsushiro City, Kumamoto / Nagasaki Prefecture

AI-Powered Analysis and Visualization of Citizens' Voices (Broadlistening)

  • Broadlistening
  • Hierarchical clustering
  • Kouchou AI
  • GovTech
Challenge
Surveys and public hearings captured only a limited range of opinions, and manually aggregating and analyzing large volumes of citizen feedback took enormous time and cost.
Deliverables & where they are used
Classified and visualized opinions, and a report in a form usable for policy-making.

Healthcare | Tokunaga-kai Medical Corporation (Tokunaga Clinic)

Co-Developing a DX Tool to Safely Automate Clerical Work in Healthcare

  • Healthcare DX
  • Workflow automation
  • Security
Challenge
Clerical work outside of patient care consumed significant time, making it hard for medical staff to focus on core medical services.
Deliverables & where they are used
A tool that automates administrative work at the clinic (co-development ongoing).

Manufacturing & Retail | Vizers Inc.

Inventory Management Web System Built on GCP

  • Next.js
  • TypeScript
  • FastAPI
  • GCP
Challenge
The client needed a system tailored to their operations to centrally manage SKU and raw-material inventory, purchase orders, and production plans.
Deliverables & where they are used
A web system that manages inventory, orders, and production plans in one place (built on GCP).

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Talk to us about data & AI
Your data
Equipment sensor values, sales and inventory records, free-text survey answers, etc.
The work that is difficult
Reports are compiled by hand, decisions rely on individual experience, etc.
Where you want to be
Spot early signs of anomalies, check key numbers right away, etc.