A working workspace
Organize work around roles, tasks and evidence.
Enterprise AI products
AI Teaching & Learning Management
Organize teaching resources, marking, teacher reports and student feedback in a continuously managed teaching workspace.
WORKFLOW
From input to business action
Vocational colleges and training institutions, teachers, curriculum teams and teaching managers, with IT and resource owners.
- 01
Parse materials and assignments
- 02
Organize questions and resources
- 03
Mark objective questions
- 04
Produce teacher reports
- 05
Track learning tasks
- 06
Improve teaching
DELIVERABLES
What you receive
A teaching workspace, resource and question banks, marking and reporting, learning dashboards, course configuration and teacher training.
Configured capabilities
Configure courses, question types, scoring rules, class permissions and reports; distinguish printed and handwritten recognition; connect teaching systems.
Ongoing operation
User training, monitoring, version management and feedback are included in delivery planning.
CASE EVIDENCE
A real change in the same kind of work
Vocational education
Textbook and assignment parsing, objective-question marking, teacher reports and learning feedback form a teaching workflow.
≥98%Printed-text OCR accuracy
≥95%Handwritten key-field recognition
Source: Vectoken Product Casebook 2026, pp. 16. Metrics retain their original case scope; outcomes depend on implementation conditions.
CONFIGURATION
Connect your data and adapt to your work
Configure courses, question types, scoring rules, class permissions and reports; distinguish printed and handwritten recognition; connect teaching systems.
PRODUCTION OPERATIONS
Keep tracking outcomes after activation
Before activation, check agreed quality, permissions, operation and recovery. After launch, user feedback and expert review inform evaluated, approved releases.
Acceptance & activation
Accept against real tasks, train users and hand over operations.
Quality & feedback
Keep evidence, human confirmation and corrections, and monitor outcomes.
Versions & upgrades
Retain evaluation, change and rollback records for knowledge, model or configuration updates.
MORE POSSIBILITIES
Discuss a new applicationMore tasks to improve? Build the next product with us.
Research and validate your workflows, data and goals together, using existing products and VIF to develop the next capability.
LET’S TALK
Start with one concrete task
Tell us the goal and current conditions to identify product fit, scope and delivery.