Risk lists flag the name.
Sayari’s World Model maps who owns it, controls it, and whether they’re exposed.
Dow Jones is widely used for list-based screening and adverse media monitoring. Sayari approaches risk intelligence differently: entity resolution, beneficial ownership tracing, and graph-based network discovery. Where Dow Jones answers “is this name on a list?”, Sayari answers “who owns this entity and what else are they connected to?”
See Sayari in action
Request a live demo – we’ll run your entities through the world model.
Dow Jones Risk & Compliance has built the industry’s most trusted PEP and sanctions watchlist database, with deep adverse media coverage and regulatory monitoring. The platform excels at name-based screening – matching counterparties against comprehensive exclusion lists, checking for adverse media, and maintaining PEP status. Dow Jones is the standard for initial entity validation and regulatory name screening across thousands of organizations.
Sayari takes a primary-source, graph-first approach: entity resolution across 10.6B+ records from corporate registries, beneficial ownership mapping through ownership chains, and network intelligence. Rather than screening names against lists, Sayari maps corporate structures, traces beneficial owners across jurisdictions, and identifies connected entities and risk. This enables detection of ownership-based evasion – when bad actors obscure control through shell company networks.
Does your counterparty own or control other entities that pose risk? Dow Jones screens names; it doesn’t map ownership networks. If a target buys stakes in multiple entities or hides control through corporate structures, Dow Jones finds the named entity. Sayari finds the entire network behind it. Organizations deploying Sayari for ownership intelligence can supplement watchlist screening, trace ownership, identify connected risks, and close the detection gap.
Quick Comparison
Detailed Comparison
| Capability | Sayari | Dow Jones |
|---|---|---|
Watchlist & Screening |
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OFAC & Sanctions Coverage
US and international sanctions screening
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40+ curated lists. OFAC, UN, EU, HMT, multilateral sanctions with 4-hour updates.
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Comprehensive coverage. Industry gold standard for sanctions list integration.
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PEP Database
Politically exposed persons screening
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Curated PEP lists. Focus on beneficial ownership linkage, not PEP depth.
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Deep PEP coverage. Unmatched breadth in political affiliation and family linkage.
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Adverse Media Monitoring
Negative news and reputational intelligence
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Included with Signal. Access to adverse media screening integrated with entity resolution.
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Extensive coverage. AI-powered media monitoring with multi-language support.
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Entity & Ownership Intelligence |
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Entity Resolution
Deduplicating and linking entity records
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Built-in algorithm. ML-driven deduplication across 250+ jurisdictions and 500M+ companies.
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Manual or limited. Entity matching relies on name/ID lookup, not ownership graph.
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Beneficial Ownership Tracing
Following corporate control chains to natural persons
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Core capability. Traverse ownership chains across corporate layers and jurisdictions.
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Not offered. Ownership intelligence is outside Dow Jones’s product scope.
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Graph-Based Network Discovery
Identifying connected entities and risk networks
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Native graph database. Query and visualize relationships across entities and risk.
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Not offered. Dow Jones queries lists by entity; network intelligence is not the product.
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Screening Method
How entities are matched and identified
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Entity resolution. Aliases, transliterations, corporate relationships matched at ingestion.
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Name-string matching. Direct database lookup by name, ID, and corporate identifiers.
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Ownership Traversal
Multi-hop ownership chain discovery
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Multi-hop across 1.5B entities. Built into core platform, 250+ jurisdictions.
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Limited SCO add-on only. Available as separate module, not built into entity resolution.
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Integration
API and workflow capabilities
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API-first, webhooks, case sync. Real-time alerts, CMS integration, automated workflows.
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Dashboard and manual feed. Web UI and batch file integration for screening.
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Sayari Products |
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Signal
Sanctions and adverse media screening
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Same use case as World-Check. Entity resolution vs. name matching. 40+ sanctions lists, <4hr lag. Significantly fewer false positives – one top-10 global bank reduced false positives by more than 70%.
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World-Check. Name-string matching against sanctions lists and adverse media.
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Graph (with Supply Chain Mapping)
Ownership network discovery
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Multi-hop ownership traversal. Flags a name, discovers who owns it and whether they’re sanctioned, PEP-connected, or state-linked across 1.5B+ entities, 250+ jurisdictions.
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Not offered. Limited SCO add-on cannot provide full network discovery.
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Guide
Automated entity research and due diligence
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Investigation workflow on screening layer. Automates entity research, delivers structured sourced findings – replacing manual analyst effort.
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Not offered. List-based approach requires manual research workflows.
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Integration & Workflow |
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API & Workflow Integration
Embedding screening into existing processes
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Full REST API. Screening, entity resolution, and ownership queries for automation.
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Mature APIs. Widely integrated into compliance and KYC workflows.
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Unified TPRM/Sanctions Platform
Single system for watchlist, KYC, supply chain, and due diligence
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Purpose-built. One platform for sanctions screening, ownership intelligence, supply chain.
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Screening-focused. Excels at watchlist; requires separate tools for ownership and supply chain.
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Sayari research based on publicly available product documentation and capability analysis. Last reviewed April 2026. Dow Jones capabilities described based on publicly available information.
When to Choose Each Platform
- You need ownership intelligence beyond watchlist screening
- Your risk assessment depends on identifying beneficial owners and corporate structures
- You want to detect evasion through shell companies and layered ownership
- You need unified TPRM, supply chain, and sanctions screening in one system
- You’re tracing complex cross-border ownership chains for due diligence
- Your primary need is PEP screening and sanctions list coverage
- You need industry-standard watchlist data with deep adverse media
- Your systems already depend on Dow Jones integration
- Regulatory screening is your main compliance requirement
- You have existing Dow Jones workflows you want to maintain
Note: Many organizations use Dow Jones for watchlist screening and add Sayari for ownership intelligence. The tools are complementary – together they deliver comprehensive risk intelligence that covers name-based screening and network discovery.
From Watchlist Screening to Ownership Intelligence
Deploying Sayari for ownership intelligence is straightforward. Start with entity upload, then map ownership chains, and integrate results into your existing screening workflow.
Upload entities from Dow Jones hits
Provide the entities flagged by Dow Jones watchlist screening.
Run entity resolution and ownership tracing
Sayari resolves entities across registries and maps beneficial ownership chains.
Discover connected networks
Identify related entities, affiliated directors, and ownership networks.
Integrate findings into your screening workflow
Export ownership intelligence to complement Dow Jones watchlist results.
4-6 weeks
From assessment to full deployment with team onboarding and integration testing
Sayari vs Dow Jones FAQ
For organizations that need ownership intelligence and network-level risk discovery, Signal replaces Dow Jones World-Check as the primary screening layer – with entity resolution that catches indirect exposure Dow Jones misses. Graph (with the Supply Chain Mapping add-on) handles network investigation. Organizations with existing DJ contracts can migrate compliance screening to Sayari and consolidate vendors.
Watchlists screen entity names against lists of known bad actors. Ownership intelligence asks: “who owns this entity?” When a bad actor uses shell companies or layered ownership to hide control, they may avoid watchlists. Sayari maps corporate structures and traces beneficial owners, revealing connections that name-based screening alone cannot find.
Dow Jones Risk & Compliance is a list-matching and content aggregation platform – it flags names on watchlists and surfaces negative media. Sayari resolves entities. When a sanctioned beneficial owner operates through three shell companies before touching your vendor, Dow Jones doesn’t see it. Sayari does – because it maps the ownership chain behind the entity name, not just the entity name itself. Organizations switch when OFAC enforcement inquiries expose beneficial ownership gaps that name-screening missed, or when regulators require an audit trail traceable to a government registry record rather than an aggregated database.
Sayari sources primary-source government corporate registry records – the same registries that regulators and compliance teams rely on. This includes company registrations, ownership disclosures, director records, and beneficial ownership filings from 250+ jurisdictions. Unlike web-scraped or derivative data, registry data is authoritative and audit-ready.
Sayari updates its primary-source data every 4 hours, capturing changes from corporate registries across 250+ jurisdictions in near real-time. This means newly filed ownership changes, director updates, and entity registrations are reflected across the platform within hours, not weeks.
See the Ownership Chain Behind the Watchlist Match
Start with a Dow Jones hit. End with complete ownership intelligence. Request a demo to see how Sayari reveals the corporate networks your watchlists might miss.
Request a Demo