# Vectoken

Production-grade AI product company
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.

Training covers study and work. Courses, individual assessment and model services are available independently.

- [Turn best-fit intelligence into real capacity | Vectoken](https://www.vectoken.com/en/): 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.
- [Choose intelligent products for real work | Vectoken](https://www.vectoken.com/en/products/): Ten industrial and six enterprise products share VIF. Research and develop additional applications with us, then evolve them through use.
- [Industrial AI products | Vectoken](https://www.vectoken.com/en/products/industrial/): Ten industrial products cover equipment and maintenance, process and quality, procedures and AI-SOP, safety, site operations, and efficiency and planning.
- [Enterprise AI products | Vectoken](https://www.vectoken.com/en/products/enterprise/): Bring evidence and expertise into recruiting, audit, knowledge, teaching, learning certification and sports training.
- [Equipment Health & Predictive Maintenance | Vectoken](https://www.vectoken.com/en/products/equipment-health/): Monitor equipment, connect anomaly evidence with maintenance knowledge, and turn alerts into actionable maintenance tasks.
- [Process & Quality Intelligence | Vectoken](https://www.vectoken.com/en/products/process-quality/): Connect process parameters, lots and quality outcomes to locate quality variation and guide improvements.
- [Intelligent AOI Review | Vectoken](https://www.vectoken.com/en/products/aoi-review/): Classify and route suspected defects from AOI results so reviewers can focus on critical and difficult samples.
- [AI-SOP Procedure Compliance | Vectoken](https://www.vectoken.com/en/products/ai-sop/): Understand actions and their sequence in video to identify missing steps, incorrect order and assembly anomalies with traceable work records.
- [Intelligent Production Safety Monitoring | Vectoken](https://www.vectoken.com/en/products/production-safety/): Detect unsafe behavior, hazardous zones and critical work risks, then connect alerts with accountable corrective action.
- [Intelligent Site Operations Management | Vectoken](https://www.vectoken.com/en/products/site-operations/): Turn warehouse, kitchen, facility and environmental anomalies into evidence-backed tasks with owners and closure records.
- [Production Line Efficiency Analysis | Vectoken](https://www.vectoken.com/en/products/line-efficiency/): Capture station cycle times, stoppages and line balance to identify bottlenecks and track improvement.
- [Production Planning & Scheduling | Vectoken](https://www.vectoken.com/en/products/production-planning/): Combine orders, capacity and production constraints to compare executable schedules, urgent orders and resource changes.
- [Automated Cotton Blending Optimization | Vectoken](https://www.vectoken.com/en/products/cotton-blending/): Use inventory, material quality and production requirements to optimize cotton blends and bale sequencing under quality constraints.
- [Intelligent Industrial Quotation | Vectoken](https://www.vectoken.com/en/products/industrial-quotation/): Turn specifications, quotation history and business rules into consistent enquiry and quotation workflows.
- [HireRadar Recruiting Intelligence | Vectoken](https://www.vectoken.com/en/products/hireradar/): Understand roles and candidates, explain matches and coordinate recruiting so HR teams can identify suitable talent faster.
- [Owners’ Meeting Intelligent Audit System | Vectoken](https://www.vectoken.com/en/products/intelligent-audit/): Build traceable evidence from accounting, contracts and business documents, with linked audit reports, workpapers and structured data.
- [Knowledge Intelligence System | Vectoken](https://www.vectoken.com/en/products/knowledge-intelligence/): Process complex documents, tables and scans together, answer from trusted sources and produce professional work outputs.
- [AI Teaching & Learning Management | Vectoken](https://www.vectoken.com/en/products/ai-teaching/): Organize teaching resources, marking, teacher reports and student feedback in a continuously managed teaching workspace.
- [AI Learning & Certification System | Vectoken](https://www.vectoken.com/en/products/ai-learning-certification/): Connect courses, job practice, projects, exams and capability records so organizations can develop and demonstrate AI work skills.
- [Sports Training Assistance | Vectoken](https://www.vectoken.com/en/products/sports-training/): Combine video, pose and sensor data to measure movement quality and support replay, comparison and coaching review.
- [VIF: the shared foundation for every Vectoken product | Vectoken](https://www.vectoken.com/en/foundation/): VIF is the shared infrastructure on which Vectoken builds and operates production-grade AI products. Industrial and enterprise products reuse connections, knowledge and evidence, work nodes, models and tools, quality governance and continuous evolution, then enter customer environments through product assembly and professional adaptation.
- [Vectoken VIF architecture | Vectoken](https://www.vectoken.com/en/foundation/architecture/): VIF is the shared infrastructure on which Vectoken builds and operates production-grade AI products. Industrial and enterprise products reuse connections, knowledge and evidence, work nodes, models and tools, quality governance and continuous evolution, then enter customer environments through product assembly and professional adaptation.
- [Assemble mature products for your business on VIF | Vectoken](https://www.vectoken.com/en/deployment/): Start with a mature product. Reuse, configure and orchestrate established work nodes on VIF, and assemble them with your data, knowledge, models, domain rules and system interfaces. Acceptance, activation, ongoing operation and versioned upgrades keep the product evolving with your business.
- [Develop AI skills and prove them through your work | Vectoken](https://www.vectoken.com/en/training/): Courses, practical work and individual certification for study and work. Students and business or technical professionals can learn by task; organizations can procure training together. Experienced applicants can apply directly for assessment.
- [Use AI, build applications and lead implementation | Vectoken](https://www.vectoken.com/en/training/study-work/): Courses, practical work and individual certification for study and work. Students and business or technical professionals can learn by task; organizations can procure training together. Experienced applicants can apply directly for assessment.
- [Individual certification based on real work | Vectoken](https://www.vectoken.com/en/training/certifications/): Three directions assess practical task use, application engineering and implementation planning. Applicants can demonstrate prerequisites and apply directly for assessment.
- [Certificate verification | Vectoken](https://www.vectoken.com/en/training/verify/): Request verification of an individual credential’s direction, standard version, date, issuer and status.
- [AI Application Specialist | Vectoken](https://www.vectoken.com/en/training/courses/ai-application-specialist/): Complete real tasks with AI, verify and improve results, and make the workflow reusable.
- [AI Application Engineer | Vectoken](https://www.vectoken.com/en/training/courses/ai-application-engineer/): Build, test and maintain working AI applications.
- [AI Solutions Architect | Vectoken](https://www.vectoken.com/en/training/courses/ai-solutions-architect/): Turn business goals into a complete and executable AI implementation plan.
- [Select models, train specialized capabilities and improve outcomes | Vectoken](https://www.vectoken.com/en/models/): Start from actual business tasks to compare models, diagnose data, knowledge and retrieval issues, and train and deploy specialized capabilities across text, multimodal, vision, actions, time series, traditional ML and hybrid systems.
- [Choose models against your actual work | Vectoken](https://www.vectoken.com/en/models/evaluation/): Define inputs, correct outcomes and operating constraints. Compare quality, stability, latency, cost and deployment fit to make a reproducible model decision.
- [Find the bottleneck and improve the right component | Vectoken](https://www.vectoken.com/en/models/optimization/): Locate bottlenecks in data, parsing, knowledge, retrieval, prompts, models and tools, then improve RAG, routing and inference where it matters.
- [Train specialized capability from domain knowledge and field data | Vectoken](https://www.vectoken.com/en/models/specialized-training/): Build task-specific capability for professional documents, industrial vision, action sequences, equipment time series and quality prediction, from data standards through independent evaluation and deployment.
- [Keep model quality, costs and versions under management | Vectoken](https://www.vectoken.com/en/models/operations/): Continuously evaluate business and model changes, monitor drift and operating costs, and maintain knowledge, rules, routing and specialized model versions.
- [Vectoken, a production-grade AI product company | Vectoken](https://www.vectoken.com/en/about/): Founded in Shanghai in 2025, Vectoken builds vertical intelligent products for real industrial operations and professional enterprise work.
- [Team and professional collaboration | Vectoken](https://www.vectoken.com/en/about/team/): An AI application expert maintains the customer relationship, working with product, technology, delivery, quality and domain teams.
- [Give intelligence direction. Let action evolve. | Vectoken](https://www.vectoken.com/en/about/philosophy/): Let the work set direction, use intelligence suited to the task, and improve through verifiable results.
- [Make data, quality and responsibility clear | Vectoken](https://www.vectoken.com/en/about/trust/): Embed governance in real work through data authorization, deployment and access controls, professional review, version records and recovery.
- [Partners | Vectoken](https://www.vectoken.com/en/partners/): Connect hardware and edge compute, model and cloud ecosystems, and academic expertise for site integration, systems and professional applications.
- [Start a conversation around your goal | Vectoken](https://www.vectoken.com/en/contact/): Choose products, training or model services, describe your goal and current conditions, and we can define the next step.
- [Privacy Policy | Vectoken](https://www.vectoken.com/en/privacy.html): Vectoken website privacy policy covering local email-draft forms, enquiries, logs, cookies, information security and user rights.
- [Terms of Service | Vectoken](https://www.vectoken.com/en/terms.html): Vectoken public website terms covering website use, intellectual property, external links, enquiries and responsibility boundaries.

Enquiry forms prepare drafts for visitors to send. Credential verification currently uses manual requests.
business@vectoken.com
Updated: 2026-09-10