Sayari World Model MCP – Standards-Based AI Access to Commercial Risk Intelligence
The intelligence layer
your AI has been missing.
The Sayari World Model MCP connects your organization’s AI tools, workflows, and platforms directly to the Commercial World Model — the most comprehensive model of global corporate and trade networks ever built. One integration. Resolved, sourced, verified intelligence available wherever your teams work.
A decade of tradecraft,
queried at machine speed.
Three layers of intelligence: primary source documents, structured commercial records from 250+ jurisdictions, and a resolved knowledge graph of 1.5B+ entities, queried simultaneously. One request returns one answer, with a confidence assertion, and full source provenance attached.
Raw Source Documents
Original records — court filings, incorporation documents, beneficial ownership declarations, bills of lading.
Real-World Structured Data
Every commercial registry, trade record, and officer filing, structured and verified.
Connected Knowledge Graph
The fully resolved model of global corporate structure.
Your AI, finally working at the level you expected.
More complete pictures, automatically.
Ownership chains, subsidiary relationships, cross-border connections: the research that takes analyst teams hours to assemble is surfaced in every response. Your people focus on decisions, not data gathering.
Answers your team can stand behind.
Every response from the Sayari World Model MCP includes what was found, how it was connected, and how confident the system is. Findings that require human review are clearly flagged. Your team knows exactly what to act on and what to escalate.
Verified, not just generated.
Every assertion Sayari surfaces is challenged before it reaches your team. Confidence is stated explicitly. Gaps are surfaced as gaps.
Ready today. Built for where your organization is going.
One integration delivers immediate value.
What’s behind the World Model MCP isn’t a database.
It’s eleven years of judgment about how global commerce actually works. Knowing which sources matter in which jurisdictions, how multi-layer beneficial ownership is traced across borders, and where to look when the obvious data sources go dark.
When your organization asks “does this counterparty have sanctions exposure through its ownership chain?” Sayari is traversing jurisdictions, holding companies, and flagged beneficial owners, with each step traced back to the original record. That’s what holds up in an audit. That’s what stands behind a board-level risk decision.
One protocol. Your existing stack.
The MCP integration delivers the World Model’s intelligence directly into your AI workflows – your agents, your models, your pipelines. No new UI to adopt. No platform to migrate to. Every response is sourced, and every entity links back to the primary documents that support it.
One connection. No ongoing maintenance. Your IT team connects Sayari MCP once. Everything after that runs automatically behind every query your team submits.
Not ready for MCP yet?
We meet you where you are. Ask about our REST API – the same World Model intelligence, delivered through a familiar interface your team can integrate today.
See the difference on your entities.
Bring us the entities your team is actively reviewing. We’ll stand up a working demo around your real workflow — and show you what Sayari MCP returns where your analysts are doing the work manually today.