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Sayari Graph + Map

From ownership to origin. Every connection, mapped.

Sayari Graph + Map brings automated supply chain mapping and deep investigative analysis into a single experience. Screen suppliers, trace upstream networks, and validate risk through ownership and trade intelligence – all without leaving your workflow.

query_result.json
{
“query”: “ownership_chain”,
“entity”: “Meridian Trading LLC”,
“graph_results”: {
“nodes”: 47,
“edges”: 128,
“max_depth”: 4
},
“map_results”: {
“trade_routes”: 14,
“origin_countries”: [“CN”, “VN”, “TH”],
“risk_flags”: 3
}
}
Core Platform

What you can do.

Automated supply chain mapping

Review product-specific supply chain views and upstream supplier relationships using real trade data.

Integrated investigative analysis

Transition seamlessly from mapping to ownership and trade analysis for a more complete view of supplier risk.

Upstream risk visibility

Surface direct and upstream risk signals that would otherwise remain hidden behind named suppliers.

Collaborative investigative workflows

Conduct end-to-end supply chain investigations in a shared environment designed for validation and decision support.

10.6B+
Primary-source records
500M+
Companies resolved
200+
Jurisdictions covered

Why teams use Graph + Map

See beyond tier 1

Visualize supplier networks and uncover upstream exposure hidden deeper in the supply chain.

Validate risk with context

Cross-reference automated supply chain findings against ownership, control, and trade intelligence to determine what is real, relevant, and actionable.

Investigate without switching tools

Move directly from mapping to graph-based analysis in the same interface, preserving context from signal to evidence.

Support high-stakes diligence

Use integrated mapping and investigative intelligence for forced labor reviews, trade enforcement analysis, supplier investigations, and deep-tier risk research.

Start with what you have. Add judgment when you’re ready.

1

Find your entities

Start simple. Resolve names, addresses, and IDs to canonical entity records. No analysis required – just clean data.

  • Name-to-entity resolution across 10.6B+ records
  • Batch KYC and entity screening
  • Basic risk tagging from public sources
2

Understand the networks

Add ownership depth. Traverse beneficial ownership chains, visualize complex structures, and layer in entity relationships.

  • Multi-hop ownership traversal
  • UBO identification and screening
  • Relationship visualization and pattern analysis
3

See the full picture

Combine entity intelligence with geospatial supply chain data. Spot hidden risks, sanctions exposure, and transshipment patterns.

  • Trade route visualization and mapping
  • Sanctions and geopolitical risk overlay
  • UFLPA forced labor detection
Investigation

Network analysis at scale.

Ownership & Control Investigation

Answer critical questions about entity networks: Who owns this company? What are the beneficial ownership chains? Are there sanctioned owners? What’s the geographic exposure?

Multi-hop ownership traversal across 250+ jurisdictions
Beneficial owner identification with historical ownership data
Sanctions screening on all network nodes and ultimate beneficiaries
Complex structure visualization for board and compliance teams
Downloadable network diagrams and relationship reports
graph_investigation.log
> KYC Deep Dive
Who owns Acme Holdings?
✓ Entity resolved to 3 canonical records
✓ 7-hop ownership traversal complete
✓ UBO identified: Martinez Family Trust
⚠ Sanctions match on secondary owner
> FCPA Investigation
Screening counterparties…
✓ 47 counterparties mapped
✓ Related parties identified
⚠ 2 government official connections
✗ High-risk exposure flagged
Supply Chain

Trade intelligence. Ownership intelligence. One platform.

Geospatial Supply Chain Analysis

Map your supplier networks geographically. Identify high-risk sourcing, transshipment patterns, country-of-origin violations, and forced labor exposure – all overlaid with entity ownership and sanctions data.

4B+ trade transactions with counterparty resolution
Trade route visualization and transshipment detection
Supplier ownership screening and geopolitical risk assessment
UFLPA forced labor risk detection
trade_analysis.log
> Supply Chain Screening
Who imports to us? Scanning 847 transactions…
✓ 284 suppliers resolved to canonical entities
✓ Ownership profiles loaded (avg 3.2 hops)
✓ Geopolitical risk layers applied
⚠ 12 suppliers in high-risk jurisdictions
> Trade Compliance
Monitoring export destinations…
✓ 1,247 shipments tracked
✓ Routes validated against OFAC
⚠ Transshipment patterns detected (8)
⚠ Country-of-origin compliance issues (3)
Graph + Map powers these use cases
Entity intelligence and geospatial supply chain visibility – explore the dedicated solution pages.

Map the chain. Investigate the risk.

See how Sayari Graph + Map helps teams uncover upstream exposure, validate risk faster, and investigate supply chains with confidence.

MCP Integration
Available directly in AI workflows. Query Graph + Map results and integrate ownership analysis into your applications.
Explore the MCP ↗
ECONOMIC SECURITY Graph + Map Signal
UNIFIED RISK Pilot Guide
INFRASTRUCTURE Superconductor Ontology
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