Aravo orchestrates what vendors tell you.
Guide orchestrates what the World Model knows about them.
Aravo provides third-party risk management workflow orchestration – vendor onboarding, questionnaire management, and compliance process automation. Sayari takes a data-first approach: entity intelligence, beneficial ownership mapping, and continuous risk monitoring as the foundation, with workflow orchestration built on top. Where Aravo manages the process of collecting risk information, Sayari provides the risk intelligence itself.
See Sayari in action
Request a live demo – we’ll run your entities through the world model.
Aravo provides TPRM workflow orchestration: vendor onboarding automation, questionnaire management, risk assessment frameworks, and compliance documentation. Strengths: process automation, vendor lifecycle management, questionnaire workflows, risk scoring templates. Model: process-first, workflow-centric.
Sayari provides entity intelligence as the foundation: 10.6B+ primary-source corporate registry records, beneficial ownership traversal, sanctions screening, and continuous monitoring. Workflow capabilities (Guide) are built on top of this intelligence layer. Model: intelligence-first, data-centric.
Does your TPRM program have strong underlying intelligence data, or are risk scores built on questionnaire responses alone? Aravo optimizes the workflow. Sayari provides the evidence that should drive the risk decision.
Aravo has earned recognition for vendor risk workflow management. Guide is the judgment infrastructure underneath those workflows – primary-source intelligence, AI-assisted investigation, and audit-ready evidence chains that questionnaire-routing alone cannot produce. For organizations that have outgrown self-reported assessments, Guide replaces the need for a separate workflow platform entirely.
Quick Verdict
Why Guide Replaces the Need for Aravo
Aravo’s 45+ data connectors mean the intelligence layer belongs to third parties. Guide is built on Sayari’s own World Model – 1.5B entities, 700+ authoritative sources, no third-party data vendor bill. One contract. One workspace. Intake through monitoring. Aravo connects to data; Guide IS the data.
Aravo’s ‘agentic AI’ runs on top of external data it doesn’t control. Guide’s AI runs on the World Model it owns. 45+ connectors = 45+ points of failure, 45+ data refresh cycles, 45+ vendor relationships.
When Guide flags a vendor, Graph+Map powers the deep-dive investigation – ownership traversal, network mapping, geospatial supply chain analysis. Aravo cannot do this; it routes flags to external tools.
<4hr to every sanctions list update, entity-resolution-driven, 40+ programs. Aravo’s monitoring depends on whichever third-party lists it’s connected to.
Detailed Comparison
| Capability | Sayari | Aravo |
|---|---|---|
Intelligence & Data |
||
|
Underlying Data Layer
Core intelligence sourcing
|
10.6B+ primary records corporate registries, trade data, sanctions
|
Third-party integrations no native intelligence layer
|
|
Beneficial Ownership Mapping
UBO traversal and identification
|
Automated traversal multi-hop ownership discovery
|
Manual input only relies on questionnaire data
|
|
Sanctions & Compliance Screening
Continuous entity screening
|
Real-time monitoring ownership, PEP, SOE, sanctions
|
Via integrations no native screening capability
|
Workflow & Process |
||
|
Questionnaire Management
Assessment forms and vendor intake
|
Limited focuses on investigation workflows
|
Best-in-class deep questionnaire automation
|
|
Vendor Lifecycle Management
Onboarding, renewal, offboarding workflows
|
Partial monitoring focus, not process orchestration
|
Comprehensive vendor lifecycle automation
|
|
Risk Scoring Framework
Assessment and rating models
|
Evidence-based intelligence drives risk determination
|
Customizable scoring templates and workflows
|
Core Infrastructure |
||
|
Data Ownership
Data sovereignty and control
|
Proprietary World Model 1.5B entities, built in
|
Third-party data connectors (45+)
|
|
Investigation Depth
Ownership and network analysis
|
1.5B entities multi-hop ownership traversal, built in
|
Routes to external data connectors
|
|
Monitoring
List updates and screening frequency
|
<4hr list lag entity resolution, 40+ programs
|
Depends on connected third-party data
|
Sayari research. Based on publicly available product documentation and capability analysis. Last reviewed April 2026. Aravo capabilities described based on publicly available information.
When to Choose Each Platform
- You need intelligent entity screening as your TPRM foundation
- Beneficial ownership intelligence is critical to your risk decisions
- Continuous monitoring with real-time alerts is required
- Your questionnaire responses need evidence-based validation
- You want unified intelligence across ownership, sanctions, and trade
- Questionnaire and vendor onboarding workflows are your primary need
- You already have strong intelligence tools and need workflow automation
- Vendor lifecycle management is a key compliance requirement
- You have mature internal compliance expertise to drive risk scoring
- You want to maintain deep investment in process customization
Note: Many organizations use Sayari and Aravo together – Sayari provides the intelligence layer that informs assessments, while Aravo manages the workflow and lifecycle orchestration. The integration ensures that questionnaires and risk scores are informed by real intelligence, not just historical data.
Intelligence-First Risk Management
Building with Sayari means starting with intelligent entity data, not questionnaire responses. Your risk assessments are grounded in evidence from corporate registries, ownership structures, and continuous monitoring.
Import your vendor portfolio
Upload your existing vendor list into Sayari’s world model for comprehensive entity resolution
Run initial intelligence scan
Screen vendors for ownership, sanctions, PEP exposure, and adverse media in one pass
Establish continuous monitoring
Set up real-time alerts on ownership changes, sanctions matches, and regulatory events
Integrate with your workflow
Connect Sayari intelligence to Guide or your existing TPRM systems for informed decisions
4-6 weeks
From assessment to full deployment with team onboarding
Sayari vs Aravo FAQ
Aravo is a workflow orchestration platform – it manages the process of TPRM but requires separate data subscriptions to generate meaningful risk intelligence. When you license Aravo, you’re buying a process shell; the ownership data, sanctions intelligence, and entity resolution still come from additional vendors. Sayari Guide provides the workflow and the intelligence in a single product: AI-assisted investigation, continuous monitoring, and primary-source ownership data included. Organizations switch when they’re consolidating their TPRM stack and realize Aravo plus its data dependencies – in both spend and integration overhead – costs more than a unified platform that does both.
Sayari provides real-time continuous monitoring on ownership structures, sanctions, and regulatory events. Aravo focuses on process execution and renewal scheduling. For active intelligence monitoring, Sayari is the better fit. For workflow orchestration, Aravo excels.
Sayari’s Guide platform supports investigation workflows and documentation, but not deep questionnaire automation. If questionnaire management is critical, Aravo is stronger in that category. Many combine both for complete coverage.
The migration typically starts with importing your vendor list into Sayari, running comprehensive intelligence screening, and establishing monitoring. You can run Aravo and Sayari in parallel during transition, gradually shifting intelligence sourcing as Sayari coverage ramps.
Both are enterprise SaaS. Sayari pricing is typically based on vendor coverage and monitoring scope. Aravo pricing is based on workflow volume and user seats. For comparing specific costs, request demos and align with your organizational structure.
Let intelligence drive your risk decisions.
Sayari transforms TPRM from questionnaire-dependent to intelligence-driven. Continuous monitoring on ownership structures, sanctions, and regulatory risk means your vendors are always screened against current facts, not historical data.
Request a Demo