10 years of data expertise
Proven datasets and practices from real business scenarios across leading global enterprises and high-value industry domains.
Powering the next generation of enterprise data work
BaiXiao-LM
A Domain-Specific Model for Enterprise Data
BaiXiao-LM is a domain-specific model for enterprise data work. Unlike general-purpose LLMs, it understands enterprise data structures, metrics, business context, and analytical workflows.
Core strengths
Beyond code generation, BaiXiao-LM understands complex enterprise data workflows—from foundational data assets to business insights.
Private deployment
Enterprise-owned AGI deployed in an enterprise-controlled environment, with fine-grained row- and column-level access control and DataBlack controls to reduce sensitive-data leakage risk.
Industry know-how
Built-in analytical frameworks align plain-language requests with rigorous data paths and apply industry rules for driver analysis.
Lower token costs
Context reconstruction, intelligent routing, and on-demand schema loading reduce compute overhead and inference cost.
BaiXiao: An Industry-Specialized Data Model
Acquisition Analytics Agent
Analyze acquisition channelsTrace traffic sourcesEvaluate acquisition quality
Customer Operations Agent
Manage customer lifecyclesOptimize engagement strategiesImprove activity and retention
Growth Analytics Agent
Analyze growth metricsFind growth opportunitiesDrive business growth
Production Monitoring Agent
Monitor production systemsTrack performance and healthKeep systems stable
Data Modeling Agent
Design and manage data modelsStandardize data definitionsImprove data quality
Task Optimization Agent
Optimize scheduling and resourcesApply intelligent schedulingImprove execution efficiency
Alert Collection Agent
Collect alerts across systemsReduce noise and duplicatesNotify and respond in real time
BaiXiao Full-Stack Data Intelligence Hub
SOP Matching Agent
Match business SOPsRecommend the best action planImprove execution efficiency
Knowledge Evolution Agent
Capture and evolve knowledgeLearn and optimize continuouslyRaise intelligence quality
Business Decision Agent
Surface business insightsSupport decision-makingDrive business outcomes
Intelligent Development Agent
AI-assisted developmentGenerate code automaticallyImprove engineering productivity
Lineage Governance Agent
Trace data lineageAssess data impactStrengthen data governance
Processing Validation Agent
Validate processing resultsDetect quality issues and anomaliesKeep data accurate
Demand
Analyze needsSet objectives
Model
Model dataDesign models
Build
Develop intelligentlyDeliver efficiently
Operate
Run systemsEnsure stability
Analyze
Analyze dataDiscover insights
Report
Generate reportsSupport decisions
Decide
Assess insightsSet strategy
Execute
Put plans into actionCoordinate delivery
Review
Review outcomesCapture learnings
Optimize
Iterate continuouslyIncrease efficiency
MModel
Industry-enhanced and continuously optimized
Industry-enhanced and continuously optimized
EEnd-to-End
Connect the full data workflow
Connect the full data workflow
SSecurity
Private deployment, access control, and audit trails
Private deployment, access control, and audit trails
VVertical
Adapted to retail, intelligent manufacturing, and more
Adapted to retail, intelligent manufacturing, and more
KIndustry know-how
Built-in metrics, business logic, and modeling patterns
Built-in metrics, business logic, and modeling patterns
Vision
Bai comes from “百晓,” meaning one who knows a hundred things. AGI captures our goal of pursuing domain intelligence for enterprise data—not knowing everything, but being professional, comprehensive, and deep when it comes to data.
Bring the model into every critical stage of data work.
BaiXiao does more than answer questions. It participates in requirements, modeling, development, validation, analysis, and delivery—turning enterprise expertise into dependable data intelligence.
BUILD
Requirements to models
Align business definitions, domains, and metric relationships to reduce back-and-forth in requirements and modeling.
DELIVER
Development to validation
Assist development, testing, validation, and standards checks for more reliable, traceable delivery.
INSIGHT
Analysis to decisions
Generate insights and reports for business teams to see issues faster, explain change, and act.
BaiXiao takes data intelligence from “answering questions” to understanding, analyzing, and delivering.
It improves data development and analysis while helping enterprises capture industry knowledge, align metrics, accelerate decisions, and unlock the business value of Data × AI.