K2 BOX
A data foundation for cleansing, provenance verification and lineage graphs — trusted, traceable data for downstream analysis.
About K2 BOXClimb the data peaks; chart sound judgment.
Intelligent relationship analysis
See the relationships,
judge with evidence.
K2 connects scattered data, explains key paths, and preserves an evidence trail — so AI efficiency serves human professional judgment.
Field note / Proven in practice
In real scenarios of scattered data, hidden leads and long evidence chains, K2 combines AI execution with human judgment — results trace back to relationship paths and source data.
20,000+analysis tasks supported
60%+efficiency gain in typical workflows
20+relationship hops supported
From data foundation to enterprise deployment — intelligent analysis where you need it.
K2 Professional
For teams running ongoing audit, research and risk analysis — AI assists with organizing, graphing, tracking and reporting.
See ProfessionalK2 Enterprise
For organization-scale data: private deployment, domestic-stack adaptation, access control, data integration and delivery services.
Book a consultationProduct Matrix
Hand repetitive screening to the system; return key judgment to professionals.
K2 links data governance, knowledge graph, AI Agent and reusable Workflows into one continuous flow — the system handles cleaning, matching, graphing and summarizing; people focus on questions, evidence and conclusions.
Core / Human-led AnalysisK2 Analysis Product
A unified workbench for professional analysts: turn scattered data into a queryable relationship network, so every judgment has a path, evidence and is reviewable.
K2 BOX
FoundationData foundation · cleanse, fuse and construct graphs
K2 AI
IntelligenceIntelligent assistant · natural language and tool execution
Model Playbook
ModelingVisual modeling · reusable playbooks, AI-callable tools
AI + Knowledge Graph
Dual engineLet AI understand the language of the business,
let the graph restore real relationships.
Our edge comes from fusing large language models with knowledge graphs: AI understands intent, calls tools and organizes results; the graph connects entities, computes paths and supports verification.
Understand / Connect / Execute / VerifyOrganize scattered data into a relational world you can keep questioning.
Build a full-spectrum knowledge network from entities, relationships and attributes, and use multi-hop reasoning, path analysis, community discovery and centrality algorithms to locate key nodes, hidden links and group structures.
- Full-spectrum modelingUnify relations across people, funds, organizations and events
- Graph-algorithm miningLocate bridge nodes, core actors and hidden groups
- Explainable analysisEvery judgment traces back to paths and original records
Move AI from “answering questions” to “executing analysis.”
K2 AI understands professional language and intent, calling cleaning, graphing, analysis and reporting tools — automating standard flows yet following experts’ follow-up questions, balancing speed, control and collaboration.
- AI+ auto insightRun analysis, profiling and reporting via standard Workflows
- +AI co-investigationProfessionals keep asking; AI assists exploration and suggests directions
- Domain knowledge boostMake the model understand terminology, tactics and business boundaries
How the two engines work together
AI proposes and executes
Understand the question, call Skills and Workflows, generate analysis results.
The graph connects and verifies
Provide relational context, compute paths, and keep results explainable and verifiable.
Supporting capabilitiesData governance Interactive visualization Domain tactics Sovereign & controllable
Multi-source ingestion, cleansing, standardization and unified modeling feed the dual engine reliable data.
Relation graphs, flow charts, timelines and spatial views keep people in the loop.
Codify fund tracing, business tagging and expertise into reusable methods.
Ensure data security, domestic-environment support and open Workflow / Skill extension.
Practice & Proof
Close to real pain points,
validating system-level intelligent analysis.
K2 targets high-complexity, high-security data environments, continually distilling reusable methods and industry workflows that turn experience into stable capability.
Anonymous field caseFund tracing investigation
No more endless digging through transactions — let the system first locate the money paths worth a closer look.
By fusing multi-source data with automatic tagging, fund tracing and graph analysis, the system narrows the search and keeps analysts returning to the original records to verify.
Public security
Case linkage, fund chains and situational awareness
Supervision & prosecution
Integrity data, group profiling and evidence-chain fixation
Audit & accounting
Abnormal transactions, related-party relationships and risk identification
Financial risk
Fraud rings, abnormal flows and risk propagation
Sovereign technology foundationUnionTech UOS / Kylin supportData security & complianceExtensible Workflow / Skill ecosystem
Supply-chain Solution
Next / 01Extend relationship analysis into supply-chain risk governance.
Supply-chain risk rarely stands alone. Ownership, transactions, logistics, people and public signals intertwine — exactly what K2 excels at: multi-source fusion, relationship tracing and risk-propagation analysis.
Book a consultationSupplier relationship tracing
Reveal hidden ties, cross-holdings and concentrated-procurement risk, helping groups build a more transparent supplier network.
Transaction & trade anomalies
Link orders, funds, logistics and entities to surface circular trade, abnormal flows and high-risk transaction chains.
Industrial-chain risk transmission
Locate key firms and fragile nodes, and simulate how risk spreads along the upstream-downstream network to inform decisions.
Industry News
Bring technical value to the daily analysis floor.
Across analysis paradigms, graph algorithms and AI Agents — how K2 tackles “data too scattered, relationships too hidden, reports too slow, conclusions hard to review.”
Perspective / 01
From linear audit to graph-based analysis.
When data no longer sits in rows, the facts hidden in relationships start to surface.
Read articleTechnology / 02
Graph algorithms and investigative intelligence
Understand how four core algorithms locate key nodes and hidden groups.
Read articleAI Agent / 03Natural-language-driven analysis
Let natural language drive tool calls, graph building and report generation.
Read articleK2 BOX / 04Data cleansing & lineage-graph platform
An ETL data foundation that keeps data traceable from source to analysis.
About K2 BOXSolution consultation
Turn complex data into actionable professional judgment.
After you submit, our solutions team will reach out within 1–7 business days to arrange a discussion around your data environment, deployment needs and goals.