Compliance programs built on point-in-time data don’t scale.
Chief Compliance Officers face an expanding perimeter – more regulations, more third parties, more jurisdictions, with flat or shrinking headcount. Sayari’s continuous world model scales your compliance program without scaling your team.
340%
increase in global AML, sanctions, and supply chain compliance requirements between 2018 and 2025. Most compliance programs have not scaled proportionally – creating systematic coverage gaps that regulators are actively targeting.
Thomson Reuters Compliance Survey 2025 · Sayari Research
The problem
The structural gap in enterprise compliance programs
Perimeter expansion without resource scaling
Beneficial ownership rules, UFLPA enforcement, TPRM frameworks, and sanctions program expansion have all added compliance obligations in the past 5 years. Most programs haven’t added proportional capacity.
Point-in-time data creates between-cycle exposure
Annual KYC refresh, quarterly TPRM reviews, and periodic sanctions screening all leave exposure windows between cycles. Regulators have noticed – enforcement actions increasingly cite failures that occurred between refresh cycles.
Multiple point solutions create data inconsistency
Using different vendors for KYC, AML, TPRM, and sanctions creates inconsistent entity resolution across programs – the same counterparty may be flagged in one system and clean in another.
THE SAYARI APPROACH
A world model that scales your compliance program.
Sayari provides a unified data layer for KYC, AML, sanctions, TPRM, and supply chain compliance – with continuous monitoring that catches exposure between cycles, and entity resolution consistent across all obligations.
Unified Compliance Intelligence
Continuous Monitoring at Scale
Regulator-Ready Documentation
API Integration for Existing Workflows
vendor_monitor.log
> Vendor Portfolio Screen
✓ 5-hop ownership chain traversed
✓ UBO: Rothstein Capital Partners (Cayman)
⚠ Beneficial owner: OFAC SDN designation
> Continuous Monitoring Alert
✗ Risk tier: CRITICAL · requires review
On this page
HOW IT WORKS
From data to decision
Connect Sayari to your compliance stack
Sayari’s API connects to your existing GRC platform, customer onboarding system, and compliance workflow – deployment in days, not months.
Continuous portfolio monitoring
Your full customer, vendor, and counterparty portfolio is monitored continuously – no more exposure windows between refresh cycles.
Audit-ready documentation on demand
Source-cited findings, complete audit trails, and regulatory-ready reports are generated automatically for every compliance action.
340%
Increase in global compliance requirements since 2018
The regulatory perimeter keeps expanding – beneficial ownership, UFLPA, TPRM, and sanctions program growth have all added obligations in the past 5 years. Sayari’s world model scales your compliance coverage without requiring proportional investment in headcount or point solutions.
Sayari Research · 2025
WHY SAYARI
Legacy tools vs Sayari
SAYARI
- Single world model – consistent entity resolution across all compliance obligations
- Continuous monitoring – Sayari Signal eliminates exposure windows with real-time alerting
- Automated documentation – source-cited reports generated automatically for every finding
- Scale through data – compliance perimeter can expand without proportional headcount growth
LEGACY TOOLS
- Multiple point solutions – inconsistent entity resolution across KYC, AML, and TPRM programs
- Calendar-based refresh – systematic exposure windows between review cycles
- Manual documentation burden – investigative time consumed by report compilation, not analysis
- Scaling through headcount – compliance team growth can’t keep pace with regulatory perimeter expansion
CLIENT RESULTS
Measured outcomes from production deployments
50%↓
Reduction in compliance program operating cost after Sayari deployment
100%
Portfolio monitored continuously – no between-cycle exposure windows
10×
Increase in compliance coverage capacity without headcount growth
PRODUCTS FOR THIS USE CASE
Sayari products that power this workflow
Sayari Graph
Entity resolution and ownership graph for 500M+ companies across 250+ jurisdictions.
Sayari Signal
Continuous monitoring that alerts on meaningful changes – not every record update.
Sayari API
Programmatic access to the full Sayari world model for integration into your workflows.
FREQUENTLY ASKED QUESTIONS
Common questions about this use case
GET STARTED
Scale your compliance program with world-model data.
Request a demo to see how Sayari covers your full compliance program from a single integrated data layer.
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