GENSTAR / MANUFACTURING INTELLIGENCE

Smart manufacturing solutions for
manufacturers in China and Japan
from operational challenges to verifiable delivery.

GENSTAR provides intralogistics automation, industrial vision inspection, semiconductor-related inspection, industrial software and equipment integration, with on-site implementation and ongoing support. Scope, performance and schedule are defined by project discovery, test evidence and contract.

ArchitectureExecute · Sense · Connect · Augment
Primary marketsManufacturers in China and Japan
Delivery modelLocal insight × agile engineering in China

ONE SYSTEM, FOUR LAYERS

Not four separate offerings, but one connected path to smarter manufacturing operations.

Logistics systems execute tasks. Inspection systems capture quality signals. The data layer creates a shared model. Industry-specific AI helps people retrieve information, analyse issues and coordinate action. Each layer can stand alone and connect as the factory matures.

01 / EXECUTE01

Intralogistics

Design material flow around actual space, production cadence and safety constraints.

Status: Delivered through project discovery, integration and acceptance testing
  • AMR/AGV and storage coordination
  • WMS/WCS and upstream-system interfaces
  • Deployment and continuous optimisation
02 / SENSE02

Industrial inspection

Turn appearance, dimensional, assembly and process anomalies into traceable signals.

Status: Product platforms and project solutions; performance verified per project
  • 2D/3D and multispectral imaging
  • AI vision at the edge
  • Semiconductor and precision manufacturing
03 / CONNECT03

Industrial data

Connect equipment, quality, logistics and business systems through a governed data model.

Status: Custom integration for the approved customer environment
  • Data acquisition and interface governance
  • Metrics, knowledge and access models
  • Visual operations
04 / AUGMENT04

Industry-specific AI

Apply models within explicit boundaries, evidence and evaluation workflows.

Status: Validated and configured for each project
  • Knowledge assistants
  • Retrieval and tool use
  • Human confirmation and evaluation

JAPAN DELIVERY MODEL

Local understanding of Japanese manufacturing, backed by agile engineering in China.

We manage requirements, site adaptation, acceptance criteria and ongoing support through one delivery model, connecting local communication with cross-border R&D and supply-chain coordination. Final scope is defined by site conditions and contract.

01
LOCAL CONTEXT

Understand the operating context

Respect existing equipment, work rules, safety requirements, language and acceptance procedures.

02
ENGINEERING SPEED

Coordinate engineering

Use modular systems, supply-chain coordination and multidisciplinary development to support prototyping, commissioning and continuous improvement.

03
DELIVERY EVIDENCE

Deliver with evidence

Make progress visible through metrics, test conditions, issue logs and acceptance records.

PHYSICAL × DIGITAL

Physical–digital resonance: continuously calibrating models with the real factory.

Factory data is not something to be centrally possessed. Within customer-approved regions and access boundaries, it improves the accuracy of operational models. Recommendations return to the workflow and are verified by real outcomes.

01
OBSERVE

Operations generate evidence

Equipment, tasks, quality images and human feedback become traceable records.

02
MODEL

Data becomes usable context

Govern, relate and organise data and knowledge locally or in customer-approved regions.

03
ASSIST

Models support decisions

Retrieval, analysis and tools assist people without bypassing required approvals.

04
VERIFY

Results refine the model

Production results, acceptance data and human confirmation guide ongoing evaluation.

Data boundary

China / Japan / customer-approved locations

Data minimisation · access control · auditability · contract-defined

SOLUTIONS

Start with one bounded challenge, then connect the factory.

01SOLUTIONS / INTRALOGISTICS

Intralogistics automation

WMS manages warehouse business, WCS coordinates equipment execution and RCS organises robot dispatch.

02SOLUTIONS / INSPECTION

Machine vision and AI inspection

From AI model training and deployment to semiconductor wire-bond inspection, high-mix visual inspection and printed-document quality inspection.

03SOLUTIONS / DATA-AI

Data platforms and industrial AI

Integrate industrial data analytics, energy management, lean production and MES-based execution and traceability.

START WITH THE FIELD

Start by defining the operational challenge.

Share the current process, constraints and intended outcome. We will assess the smallest verifiable starting scope.

Discuss your challenge