TECHNOLOGY
Edge AI & software
Platform proposals, system integration, software development and verification, with tools and environments that help turn models into usable applications.
From ideas.
To edge AI in use.
Connecting people, technology and international experience to build useful solutions. Explore Acube’s background, published business activities and a deployment-focused view of its edge AI work.
Company profile
Available to approved registered members after sign-in.
Register your interests →Our Partners
CONNECT / DEVELOP / DEPLOY
A bridge from expertise
to working systems.
Acube’s business model combines international sourcing and production coordination with software development, verification, development environments, and edge AI platforms and solutions. Its consulting activities include field testing, overseas development, partnership building and market support.
BUSINESS
International collaboration
Technical and market consultation, partner development, field support and communication across overseas projects.
DELIVERY
Production & sourcing
Materials and supply-chain coordination, overseas production, quality checks and delivery management, including Acube’s apparel and trading activities.
An edge AI deployment journey
For edge AI projects, the focus extends beyond a model demonstration to the sensors, device, application and operating environment. The following service workflow explains that emphasis; it is not a separate announcement of new customer contracts.
01 / UNDERSTAND
Start with the use case
Define the setting, users, input data and the result that would be useful.
02 / DESIGN
Choose the system
Match sensors, edge compute, models and interfaces to the intended workflow.
03 / INTEGRATE
Make the parts work together
Prepare model execution, data layouts, application software and device connections.
04 / VERIFY
Evaluate real conditions
Compare model outputs and assess quality, latency and behavior with representative inputs.
05 / DEPLOY
Put edge AI into use
Connect capture, processing and results on the target device, with an interface people can operate.
06 / IMPROVE
Learn from the field
Use feedback to refine the model, application and deployment setup. Agree support scope for the project.
Patents
Registered members may request access from the administrator.
PUBLISHED ENGAGEMENTS
Contract history
Choose an organization to view its published engagement. Logo links open the organization’s website; announcement links open Acube’s original post. These are historical announcements, not a claim that every engagement remains active.
Apr 2023
Toray
Consulting for business development in India.
Apr 2022
ArchiTek
Offshore technical advice and global business development.
Sep 2013
Nishimatsuya
Indian production feasibility for children’s apparel.
Nov 2012
Mitsubishi Corporation Fashion
Apparel sourcing, production, imports and delivery.
Jun 2011
Caliner & Co.
Manufacturing in India and import supply.
May 2009
Toyotsu Fashion Express / Toyota Tsusho
Indian sourcing, apparel production and delivery.
Jun 2008
Panasonic Automotive Systems
Fieldwork assistance in New Delhi.
RECOGNITION
Awards & company history
2022 / RESEARCH
IEICE Best Paper Award
Acube’s website reports co-authorship of an award-winning paper on high-definition object detection and its inference implementation, published in IEICE Electronics Express, volume 18, issue 22.
Read the award announcement →2001 / COMMUNITY
Ashiya International Cultural Residential City Award
The website’s history records recognition for promoting Ashiya’s international cultural community. This earlier civic recognition predates Acube’s 2007 incorporation.
View Acube’s awards archive →WORK WITH ACUBE
Tell us what you want
to put into use.
Describe your application, operating environment and interests. Discuss a project by email, or register to request access to more technical information and selected demonstrations.