6 imagesEquipment & maintenance
Equipment health
Monitor equipment, connect anomaly evidence with maintenance knowledge, and turn alerts into actionable maintenance tasks.
Explore productVECTOKEN · PRODUCTION-GRADE AI PRODUCTS
Turn best-fit intelligence into real capacity
We build intelligent products for industrial operations and professional enterprise work, all powered by VIF. Data and knowledge preparation, model adaptation and specialized training, system integration and ongoing operations put AI to work in your business.
PRODUCTS
Find the right product for a specific job
Industrial AI products
Connect equipment, procedures, quality and site operations from detection through response.
Industrial productsEnterprise AI products
Put evidence and expertise to work in recruiting, audit, knowledge, education and professional training.
Enterprise products6 images
6 imagesProcedures & AI-SOP
AI-SOP
Understand actions and their sequence in video to identify missing steps, incorrect order and assembly anomalies with traceable work records.
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3 imagesProduction safety
Production safety
Detect unsafe behavior, hazardous zones and critical work risks, then connect alerts with accountable corrective action.
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6 imagesEnterprise AI
HireRadar
Understand roles and candidates, explain matches and coordinate recruiting so HR teams can identify suitable talent faster.
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2 imagesEnterprise AI
Intelligent audit
Build traceable evidence from accounting, contracts and business documents, with linked audit reports, workpapers and structured data.
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2 imagesEnterprise AI
Knowledge intelligence
Process complex documents, tables and scans together, answer from trusted sources and produce professional work outputs.
Explore productCO-CREATE WITH VECTOKEN
16 mature products. More possibilities to build together.
Your needs shape what we build next. Beyond our current products, we research new industry applications and professional tasks with customers and partners, validate requirements and develop capabilities for everyday work.
Research the task
Define goals, roles, current workflows and data readiness together.
Validate together
Validate key capabilities with domain experts and partners, and agree on scope and acceptance.
Build and evolve
Build on VIF and mature product capabilities, deploy together and evolve through use.
IN PRACTICE
Turn answers into completed work
From equipment and production lines to professional documents, connect decisions with evidence and verified outcomes.
An advanced memory-packaging factory
Read-only equipment connections combine fleet heatmaps, parameter trends, anomalies and maintenance knowledge in an engineer workspace.
≥85%UPH deviation recognition accuracy
MinutesAnomaly localization reduced from hours
Source: Vectoken Product Casebook 2026, pp. 5–6. Metrics retain their original case scope; outcomes depend on implementation conditions.
Explore the productAn electrical-appliance production line
Non-intrusive station-cycle and anomaly capture supports improvements through bottleneck, stoppage and line-balance analysis.
+35%Production efficiency improvement after three months
Source: Vectoken Product Casebook 2026, pp. 9. Metrics retain their original case scope; outcomes depend on implementation conditions.
Explore the productOwners’ meeting audit projects
Document organization, missing-evidence checks and cross-verification lead to linked workpapers, reports and structured data with professional review.
48Workflow stages from evidence to delivery
3Reports, workpapers and structured data
Source: Vectoken Product Casebook 2026, pp. 13. Metrics retain their original case scope; outcomes depend on implementation conditions.
Explore the productPOWERED BY VIF
One VIF foundation, many professional products
All Vectoken industrial and enterprise AI products are built on VIF, sharing components, established work nodes and specialized capabilities. Products accumulate reusable capabilities and are assembled, operated and upgraded for customer needs.
Enlarge full architecture ↗DEPLOYMENT & ACTIVATION
Mature products, configured for your business
From scope and deployment to activation, ongoing operation and continuous evolution, grow product capabilities with your business.
- 01
Product & scope agreement
Select a mature product, standard modules and work nodes. Agree on customer workflows, configuration scope, extensions and acceptance criteria.
- 02
Data connection & assembly
Reuse, configure and orchestrate established work nodes on VIF. Connect customer data and systems, and assemble knowledge and RAG, domain rules, permissions and business workflows.
- 03
Model adaptation & training
Select models, rules and tools from the capability library for each node’s task. Improve retrieval and outcomes, and fine-tune or train specialized vision, action or time-series capabilities where needed.
- 04
Acceptance & activation
Bind product, VIF, node and customer configuration versions in one release manifest. Complete integration, quality and operating acceptance, user training and activation.
- 05
Operation & continuous evolution
Use the VIF evolution engine to collect feedback and difficult cases, update knowledge, models and work nodes, and release regression-tested upgrades. Retain reusable improvements in the foundation and products.
INDEPENDENT SERVICES
Professional services you can procure independently
Learn AI and demonstrate real capability
Courses, practical work and individual certification for study and work, with individual enrolment and institutional training.
Explore trainingSelect well, train for the task
From task evaluation and selection to RAG optimization, specialized training and ongoing operations.
Explore model servicesABOUT VECTOKEN
Give intelligence direction. Let action evolve.
Founded in Shanghai in 2025. Our experience spans industrial digitalization, complex operations, hardware and software integration, and AI engineering.