DATA & VERTICAL AI

Keep data inside its boundary. Bring knowledge into the workflow.

Our durable advantage is the structure, semantics, governance, evaluation and application loop of vertical industry data—not possession of customer data.

FIELD STRUCTURE

A compliant intelligence path

Japanese production, quality, equipment, image and document data should remain in customer-approved regions. Cross-border work uses only authorised, minimal data.

CONNECT01

Industrial data connectivity

Connect the field through BACnet, OPC, Modbus, MQTT, SNMP, Web Service, IEC 104 and business-system interfaces.

GOVERN02

Governance and semantics

Define source, quality, access, retention, equipment tags, quality codes, process knowledge and operating metrics.

ANALYSE03

Industry analytics and data lake

Support cleaning, storage, knowledge bases, industry models, factor analysis, prediction, alerts, variance and recommendations.

OPERATE04

Quality, energy and asset operations

Connect inspection data, energy, equipment condition, digital work orders and digital twins to traceable workflows.

AUGMENT05

Vertical AI applications

Use retrieval, language models, controlled tools and human confirmation for analysis, reports, multilingual work and assistants.

ANSWER ENGINE

Common questions and boundaries

Direct answers to early-stage questions, including boundaries that cannot be assumed.

01Is Japanese factory data transferred to China by default?+

No. Japanese production, quality, equipment, image and document data should remain in customer-approved regions. Cross-border work uses authorised, de-identified, minimum-necessary data only.

02Is private customer data used to train models for other customers?+

Not without explicit authorisation. Purpose, retention, access and model use must be defined by contract and project governance.

03What role does an LLM play on the factory floor?+

Priority uses include knowledge retrieval, anomaly analysis, reporting, multilingual collaboration and controlled tool use. People and existing approvals remain responsible for high-risk decisions.

NEXT STEP

Begin by making the field challenge clear.

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

Discuss your challenge