Top 10 Best Data Reconciliation Software of 2026

BlackLine is a leading cloud-based platform specializing in financial accounting automation, with advanced data reconciliation tools that automate matching of transactions across bank statements, ledgers, and subledgers. It streamlines account reconciliations by identifying variances, applying configurable matching rules, and supporting continuous reconciliation to accelerate month-end closes. The software also integrates reconciliation with broader close management, task automation, and compliance features for enterprise-scale operations.

FloQast is a cloud-based close management platform with robust data reconciliation capabilities tailored for accounting teams, automating account reconciliations, bank statements, and balance sheet roll-forwards. It leverages AI for intelligent transaction matching and provides pre-built templates to streamline the financial close process. The software integrates seamlessly with ERPs like NetSuite, QuickBooks, and Sage Intacct, ensuring accurate data matching and compliance.

Trintech Adra is a cloud-based financial close automation platform focused on account reconciliation, automating the matching and certification of high-volume financial data from multiple sources. It leverages AI and machine learning for intelligent transaction matching, variance analysis, and workflow automation to streamline month-end closes. The software integrates seamlessly with major ERPs like SAP, Oracle, and NetSuite, providing real-time dashboards, audit trails, and compliance reporting.

ReconArt is a cloud-based reconciliation software platform that automates account reconciliations, transaction matching, and financial close processes for finance teams. It supports a wide range of data sources including bank statements, ledgers, and intercompany transactions, with advanced matching rules and AI-driven automation. The tool provides real-time dashboards, exception management, and ERP integrations to streamline month-end operations and ensure compliance.

SkyStem ART is a cloud-based automation platform specializing in account reconciliation and financial close processes, enabling users to match high-volume transactions from bank statements, GL accounts, and subsidiaries without manual spreadsheets. It offers configurable matching rules, AI-powered auto-matching, and variance analysis to accelerate month-end closes while ensuring compliance and audit trails. Ideal for mid-to-large enterprises, it integrates with ERPs like NetSuite, QuickBooks, and SAP, reducing reconciliation time by up to 80%.

Informatica is an enterprise-grade data management platform offering robust data integration, quality, and governance capabilities through tools like PowerCenter and Intelligent Data Quality (IDQ). It specializes in data reconciliation by enabling precise matching, validation, and resolution of discrepancies across heterogeneous sources and targets in ETL pipelines. The platform supports rule-based transformations, profiling, and survivorship logic to ensure data accuracy at scale.

Talend is a comprehensive data integration platform specializing in ETL processes, data quality, and governance. It supports data reconciliation through advanced matching, deduplication, standardization, and survivorship rules to ensure data accuracy across disparate sources. Available in open-source and enterprise editions, it handles big data environments with tools like Spark integration and cloud deployment options.

Oracle Account Reconciliation is a comprehensive cloud-based solution within Oracle's EPM Cloud suite, designed to automate the matching and reconciliation of financial accounts across high-volume transactions. It identifies variances, supports balance justifications, and ensures compliance with regulatory standards through robust workflows and audit trails. Leveraging AI and machine learning, it enables intelligent auto-matching and continuous improvements in reconciliation efficiency for finance teams.

Workiva is a cloud-based platform primarily focused on financial reporting, compliance, and governance, with capabilities for data integration and validation from sources like ERPs, spreadsheets, and databases. It supports data reconciliation through linked data architecture that ensures consistency across reports and automates validation during financial close processes. While not a standalone reconciliation tool, it embeds reconciliation within broader reporting workflows for regulated enterprises.

OneStream is a comprehensive Corporate Performance Management (CPM) platform that includes specialized account reconciliation tools for automating balance sheet reconciliations, transaction matching, and variance analysis. It leverages AI and rules-based engines to match high volumes of transactions accurately, integrating reconciliation directly into financial close, consolidation, and reporting workflows. This makes it a powerful solution for enterprises managing complex, multi-entity data reconciliation needs.