01
Knowledge & Service Intelligence
Turn enterprise documents, rules, and accumulated experience into traceable intelligent Q&A and customer-service capabilities.
Official corporate website
Turning AI capabilities into deliverable software products
We build verifiable, deployable, and continuously improvable AI products and solutions around knowledge Q&A, content processing, intelligent assessment, and cross-border operations.
Shenzhen Mizhi Intelligent Technology Co., Ltd.
Capability pipelineVerifiable delivery
- 01Source materialDocuments, audio & video, rules, business data
- 02Structured processingParsing, indexing, classification, quality markers
- 03Capability compositionKnowledge retrieval, intelligent assessment, workflow automation
- 04Verifiable resultsCitations, tests, records, human acceptance
Capabilities
From core capabilities to concrete products
We organize technology around real workflows: first fix the inputs, outputs, and validation approach, then shape software delivery that can be maintained over time.
02
Content Intelligence
Convert video, document, and web sources into structured content that stays editable, reusable, and deliverable.
03
Intelligent Assessment
Build an extensible exam-assessment loop around scoring, evidence, diagnosis, explanation, and practice.
04
Cross-border Operations Intelligence
Turn platform rules, store data, and operating procedures into risk-identification and decision-support tools.
Product portfolio
Products and solutions
Some products are ready to explore today; others are delivered as custom solutions within a defined business boundary. Every status reflects the actual current stage.
XtoYT
English editing asset packages from Chinese video
DSEAI
Intelligent marking and learning diagnosis for DSE Mathematics
Xiaovyun Doc Workshop
Structured processing for document and web sources
Enterprise Knowledge Q&A Assistant
Enterprise knowledge Q&A with citations, versioning, and quality validation
Intelligent Customer Service Solution
A RAG service foundation for website and messaging channels
MeliWise
Store risk diagnosis for Mercado Libre sellers
AmpliScore
A general intelligent exam-assessment engine
SoftMori
Overseas brand | A collection of calming casual web games
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.
How we deliver
Our delivery approach
We break cooperation into confirmable checkpoints so that scope, responsibility, and results stay clear to both sides.
- 01
Define the business boundary
Start by fixing the users, inputs, outputs, acceptance criteria, and risk boundary.
- 02
Reuse proven capabilities
Prefer existing scaffolds and quality gates over building features from scratch.
- 03
Deliver verifiable results
Prove reliability through tests, citations, logs, or human acceptance review.
Product principles
Use technology with restraint, deliver results with clarity
Four principles guide whether a requirement is worth building, and how far it should go.
- Real problems over concept packaging.
- Verifiable results over looking smart.
- Data boundaries over indiscriminate integration.
- Small, steady releases over one big launch.
Business contact
Discuss a concrete problem, not AI in the abstract
In your email, please describe the business scenario, the current process, the data you already have, the expected inputs and outputs, and your timeline. We will first assess whether existing capabilities can validate it quickly.