What challenges did dLocal face before AI implementation?

Manual merchant website review created bottlenecks and limited scalability and accuracy. Merchant websites can change offerings over time, requiring ongoing monitoring for policy drift.

What was the impact of the AI solution?

Up to 75% of merchant website reviews were completed fully automatically in controlled evaluations. Compliance specialists shifted from routine checks to complex cases, and the company gained continuous monitoring across its merchant portfolio.

Source

Evidence: Low35/100

dLocal automated compliance reviews with Amazon Quick Automate

Use case typeWorkflow automationUpdated Dec 23, 2025

dLocal automated merchant compliance website reviews to scale onboarding and ongoing reevaluation of merchant websites. The solution navigates merchant sites, extracts product information, checks against prohibited categories, classifies results, and routes ambiguous cases to human review.

Organization: dLocal
Industry: Finance
Location: UY
Published: December 2025

Why do we believe this?Outcome claims, sources, and evidence checks

Normalized claim

Merchant website reviews fully automated: 75% increase

AWS Machine Learning BlogDec 23, 2025Blog postExplicit claimLow evidence strength

“With Quick Automate, dLocal achieved a breakthrough in compliance automation, with up to 75% of merchant website reviews completed fully automatically”

Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks

Customer: dLocal
Provider: AWS
Maturity: Unknown
Linked source: AWS Machine Learning Blog

No explicit deployment-stage evidence found.

Customer identity supportedSource describes one deploymentMaturity evidence evaluated

Primary read

Use case focus

Showing 2 of 2

1Workflow automation
2AI agents

Implemented a multi-agent automation with UI automation, API integrations, and orchestration using Amazon Quick Automate.
Configured a UI Agent to navigate websites, extract data, reason against more than 15 prohibited categories, and generate structured evidence for compliance decisions.
Saved compliance results in Amazon S3 and routed ambiguous cases to human review.

Technologies

Amazon Quick Automate Amazon Quick Suite Amazon S3

Up to 75% of merchant website reviews were completed fully automatically in controlled evaluations.
Compliance specialists shifted from routine checks to complex cases, and the company gained continuous monitoring across its merchant portfolio.

Architecture

The solution uses Amazon Quick Automate with a UI Agent to navigate merchant websites, extract product information, evaluate offerings against policy categories, classify cases as Approved, Rejected, or Website Inaccessible, and route ambiguous cases to human-in-the-loop review. Compliance results are stored in Amazon S3, and case management supports parallel processing and logging.

Sources & evidence1

Evidence: Low35/100Evidence strength