Financial Services & Accounting

Transaction Reconciliation
AI Agent

Automate financial reconciliation across all account types. The agent matches transactions, identifies breaks, and accelerates your financial close.

3 Days
Close Acceleration
95%
Auto-Match Rate
99.9%
Accuracy
80%
Time Saved

Workflows

End-to-end reconciliation automation from data ingestion to certification.

Active

Data Ingestion

Import transaction data from multiple sources including banks, ERP systems, and trading platforms.

Active

Auto-Matching

AI-powered matching of transactions across accounts with fuzzy logic and rule-based engines.

Active

Exception Handling

Identify, categorize, and route unmatched items with suggested resolutions.

Active

Certification

Generate reconciliation reports with audit trails for period-end certification.

Making Data Work for You

This AI agent pulls data from multiple sources, standardizes and cleans it, and uploads it to designated systems with minimal manual intervention.

Self-Learning Agents

The agent improves with every task, adapting to outcomes, applying feedback, and self-correcting using Constitutional AI.

Up to 98% Accuracy

As a result of constant feedback loops, our AI Agents refine their approach with every cycle, leading to 98% accuracy across flows.

Smart Model Switching

ModelMesh technology enables each agent to select the right model for the task, balancing speed, accuracy, and cost in real time.

Core Capabilities

Multi-Way Matching

Match transactions across multiple systems and accounts simultaneously.

Fuzzy Matching

AI-powered matching handles variations in amounts, dates, and descriptions.

Break Identification

Automatically identify and categorize reconciliation breaks by type and root cause.

Real-Time Processing

Continuous reconciliation throughout the period, not just month-end.

Balance Certification

Automated balance certification with supporting documentation.

Analytics Dashboard

Real-time visibility into reconciliation status, aging, and trends.

Use Cases

Bank Reconciliation

99% auto-match

Automated matching of bank statements to general ledger with cash position reporting.

Intercompany Reconciliation

3-day close

Match intercompany transactions across entities with automated dispute resolution.

Credit Card Reconciliation

95% auto-match

Reconcile corporate card transactions with expense reports and GL postings.

Investment Reconciliation

Same-day recon

Match trading activity across custodians, brokers, and internal systems.

Works with Your Financial Systems

Direct integration with BlackLine, Trintech, Plaid, and leading ERP systems. Connects to banks, custodians, and market data providers.

BlackLine

Reconciliation

Plaid

Banking

SAP

ERP

Oracle

ERP

Workiva

Close Mgmt

Trintech

Reconciliation

Bloomberg

Trading

Refinitiv

Market Data

Multi-Agent

Part of Complete Close Operations

Works with Journal Entry, Close Management, and Audit Support agents. Adjusting entries create automatically, close tasks update in real-time, and audit documentation generates on demand.

Journal Entry Agent

Creates adjusting entries for identified breaks automatically.

Close Management Agent

Orchestrates the overall financial close process.

Audit Support Agent

Provides reconciliation documentation for auditors.

Ready to Accelerate Your Close?

Deploy the Transaction Reconciliation AI Agent and accelerate your close by 3 days with 95% auto-match rates.