Product portfolio

From reusable capabilities to concrete products

These directions are live, publicly showcased, under validation, or available as custom deliveries. A status describes the current stage only — it is not a promise of results.

XtoYT

English editing asset packages from Chinese video

Live
Problem it addresses
Reduce the repeated transcription, translation, and timeline-alignment work in cross-language video production.
Current capability
Generate editable English text, speech, and editing reference assets from authorized videos.
Intended users
Content teams and independent creators producing English versions of their videos.

DSEAI

Intelligent marking and learning diagnosis for DSE Mathematics

China showcase
Problem it addresses
Help teaching teams organize scoring evidence, error types, and feedback structure in mathematics answers.
Current capability
Present a reviewable learning-feedback structure built on scoring assistance, diagnostic feedback, and organized explanations.
Intended users
Education teams and partner institutions focused on DSE Mathematics assessment workflows.

Xiaovyun Doc Workshop

Structured processing for document and web sources

Product showcase
Problem it addresses
Organize scattered documents and web sources into structured content that stays editable and reusable.
Current capability
Demonstrate parsing, segmentation, field normalization, and content organization that produce editable structured results.
Intended users
Teams organizing research material, knowledge sources, or business documents.

Enterprise Knowledge Q&A Assistant

Enterprise knowledge Q&A with citations, versioning, and quality validation

Custom delivery
Problem it addresses
Reduce the cost of repeatedly searching and confirming information across policy, product, and service material.
Current capability
Organize knowledge sources by permission, with hybrid retrieval, citation return, version management, and quality checks.
Intended users
Enterprise teams with a clear internal knowledge scope and maintenance ownership.

Intelligent Customer Service Solution

A RAG service foundation for website and messaging channels

Custom delivery
Problem it addresses
Let confirmed knowledge sources answer common service questions first, while keeping a clear handover boundary to human agents.
Current capability
Combine question classification, knowledge retrieval, citations, refusal handling, and quality sampling.
Intended users
Service teams that want more consistent support and can maintain their knowledge base over time.

MeliWise

Store risk diagnosis for Mercado Libre sellers

Solution validation
Problem it addresses
Help cross-border operations teams review store risks against platform rules.
Current capability
Combine rule knowledge, risk classification, and inspection workflows into a risk list with supporting references.
Intended users
Operations teams focused on Mercado Libre store risk management.

AmpliScore

A general intelligent exam-assessment engine

Direction validation
Problem it addresses
Explore a shared way to organize scoring rules, evidence, diagnosis, and explanation across exam scenarios.
Current capability
Demonstrate the assessment engine's structure, evidence organization, and quality-validation approach.
Intended users
Education product and content teams evaluating intelligent assessment solutions.

SoftMori

Overseas brand | A collection of calming casual web games

Innovation Lab
Problem it addresses
Explore how digital products can create calm, low-pressure experiences through pacing, feedback, and light interaction.
Current capability
An established direction of calming casual web games, with ongoing validation of different gameplay and experience expressions.
Intended users
Users and partners interested in digital experiences, light interaction, and emotionally supportive products.

This website is an informational showcase for the company and its products. It does not process user files, exam answers, store accounts, or online payments. Actual product capabilities are defined by the corresponding product site or a mutually confirmed delivery scope.

Business contact

No exact match? Let's discuss the problem first

Based on your business boundary, we will assess whether to reuse existing product capabilities, do a small-scope customization, or conclude that current conditions are not a good fit.

Send a business email