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Lerian Matcher

São Paulo, Brazil

What it is

Lerian Matcher automates reconciliation between financial transaction sources by scoring matches, routing exceptions and recording audit trails. It supports exact, tolerance, date-window, multi-currency, split and aggregate matching, with confidence scores from 0 to 100. Scores of 90 or higher are automatically confirmed except fuzzy matches; lower-scoring and unmatched items enter review. Users can classify, assign and track exceptions, force matches, create adjustments or open disputes. Accepted formats include CSV, JSON, XML, ISO 20022 camt.053, CNAB, OFX and acquirer EDI. Matcher can run independently with banks, ERPs and payment processors, or connect with Midaz, Reporter and Flowker. Its API covers reconciliation contexts, sources and rules. Deployment documentation uses PostgreSQL, Redis and RabbitMQ, with Docker or Kubernetes options. The paid product is available to licensed customers, with pricing on request.

For and against

For

  • Supports varied matching rules and currencies
  • Confidence scores guide automatic confirmation
  • Review queue handles unmatched items
  • Accepts common financial file formats
  • API-first and multi-tenant design

Against

  • No free plan is listed
  • Licensed access is required
  • Default upload limit is 100 MB
  • Deployment requires PostgreSQL, Redis and RabbitMQ

The verdict

Matcher combines configurable reconciliation rules with review, approval and audit controls. Its standalone operation, API and financial-format support suit payment-focused organizations managing varied transaction sources.

Who it suits

It is intended for acquirers, payment service providers, marketplaces and payment institutions reconciling transactions. Financial institutions with exception workflows and audit requirements may also fit.

On the record

AI connection
The product site says MCP connects Matcher to an agent, with AI proposals requiring user approval rather than running automatically.matcher.lerian.studio · read 7 Oct 2026
API
The product site describes Matcher as API-first and multi-tenant, and the documentation links to an API for reconciliation contexts, sources, and matching rules.matcher.lerian.studio · read 7 Oct 2026
Audit trail
An append-only audit log records configuration changes and exception resolutions.docs.lerian.studio · read 7 Oct 2026
Authentication
Matcher uses Lerian's lib-auth for authentication and authorization, with JWT bearer tokens and fine-grained permissions.docs.lerian.studio · read 5 Oct 2026
Commercial access
Matcher is available to licensed customers, and the product documentation directs prospective users to contact Lerian for access.docs.lerian.studio · read 5 Oct 2026
Data formats
Matcher accepts CSV, JSON, XML, ISO 20022 camt.053, and regional layouts including CNAB, OFX, and acquirer EDI files.docs.lerian.studio · read 7 Oct 2026
Deployment
Lerian says its platform is offered as SaaS operated by Lerian, with BYOC available depending on the solution; Matcher documentation says it is available to licensed customers.lerian.studio · read 7 Oct 2026
Deployment requirements
The documented deployment uses PostgreSQL, Redis, and RabbitMQ, with Docker or Kubernetes available for containerized deployment.docs.lerian.studio · read 5 Oct 2026
Exception handling
Unmatched items are classified, assigned, and tracked; users can force a match, create an adjustment, or open a dispute.docs.lerian.studio · read 7 Oct 2026
External systems
The documentation describes reconciliation use cases for Stripe, Adyen, Visa, Mastercard, Elo, SAP, Oracle, and NetSuite.docs.lerian.studio · read 7 Oct 2026
File limits
The documented default maximum upload is 100 MB and 100,000 transactions per file, with the file-size limit configurable.docs.lerian.studio · read 5 Oct 2026
Integrations
Optional Lerian ecosystem integrations include Midaz Ledger exports, Reporter reconciliation reports and audit summaries, and Flowker event-driven workflows.docs.lerian.studio · read 7 Oct 2026
Intended customers
The site describes Matcher for acquirers, PSPs, marketplaces, and payment institutions handling payment reconciliation.matcher.lerian.studio · read 5 Oct 2026
Intended users
The product site names acquirers, PSPs, marketplaces, and payment institutions as users, while the documentation describes financial institutions reconciling transactions.matcher.lerian.studio · read 7 Oct 2026
Matching
Matching supports exact, tolerance, and date-window rules, multi-currency handling, split and aggregate relationships, and confidence scores from 0 to 100.docs.lerian.studio · read 7 Oct 2026
Multi-tenant isolation
In multi-tenant mode, each tenant has isolated databases, message broker namespaces, cache keys, and storage prefixes.docs.lerian.studio · read 5 Oct 2026
Privacy and compliance
Lerian's privacy policy says it follows Brazil's LGPD and describes access controls, protected storage, and encryption where applicable.lerian.studio · read 5 Oct 2026
Privacy for evaluation
The product site offers a file-based proof using masked data and says submitted files are treated confidentially.matcher.lerian.studio · read 7 Oct 2026

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