Turn High-Volume Bank Statements into Verified, Reconciled, Audit-Ready Data
Automate extraction, validation, transaction matching, and reconciliation across accounts, entities, and systems without manual review or spreadsheet-based workflows.
- Extract transactions from any statement format, layout, or length
- Validate balances, detect mismatches, and flag statement-level errors
- Identify AML risks, fraud indicators, and unusual transaction patterns
Built for banks, lenders, and enterprise finance teams processing thousands of statements daily.
Enterprise Bank Statement Software for Extraction, Verification, Matching, and Reconciliation
Designed for Real-World Bank Statement Complexity
Extract Data From Any Statement Format, Layout, or Length
Extract data from PDFs, scans, screenshots, and images across thousands of bank statement layouts using both template precision and AI flexibility.
- Reduce manual data entry, review, and statement handling
- Process long and multi-page statements without splitting or timeouts
- Scale extraction across banks, formats, and business units without rework
Validate Bank Statements and Reconcile Data Automatically
Automatically validate balances, transaction totals, missing pages, duplicate entries, and multi-account records before data moves downstream.
- Reduce manual review and reconciliation effort
- Catch balance, transaction, and matching errors earlier
- Give reviewers exact page-level reasons for every issue
Detect Fraud and Compliance Risks Automatically
Identify suspicious deposits, unusual cash activity, structuring behavior, and NSF patterns with built-in AML intelligence.
- Reduce compliance workload and review time
- Catch inconsistencies before they become risk
- Improve decision making with early fraud insights
Turn Raw Statements into Decision-Ready Financial Intelligence
Convert unstructured bank statements into categorized, validated, and reconciled data that feeds directly into your systems, with analyst-level insights and a complete audit trail for compliance review.
- Accelerate credit and underwriting decisions
- Eliminate manual reconciliation across business lines
- Track every action, check, and exception with full visibility
Automated Bank Statement Processing from Intake to Reconciliation
From mixed-format intake to fraud-checked, decision-ready data, with no manual handoff in between.
Step 01 - Document Intake
Accept statements from email, banking portals, cloud storage, CRM systems, APIs, file drops, SFTP, or manual uploads. Supports PDFs, scans, images, screenshots, and long multi-page files in one workflow.
Step 02 - Extract
Capture account numbers, balances, summaries, transactions, dates, merchant descriptions, and running totals with high accuracy. For very long statements or recurring bank-specific variations, reusable templates can also be applied to improve consistency and speed.
Step 03 - Verify and Reconcile
Automatically validate balances, transaction totals, missing pages, duplicate records, date gaps, inconsistent account details, and suspicious patterns. Then match statement transactions against ERP, GL, payment, accounting, lending, loan, customer, or internal records to identify matched, unmatched, duplicate, missing, and inconsistent transactions.
Step 04 - Automate
Automate statement ingestion, extraction, validation, fraud checks, alerts, exception routing, and downstream workflows through file drops, schedules, or API events. Process high-volume batches in parallel and send validated outputs to downstream systems so teams only review exceptions.
Step 05 - Track
Monitor a complete audit trail for every bank statement. Every step, every action, every check — fully documented for compliance, operations, and audit teams.
Step 06 - Analyze
Automatically categorize transactions, identify recurring income and payments, flag overdrafts and inconsistencies, and highlight unusual activity for faster credit and underwriting decisions.
Connect Your Entire Financial Ecosystem
Connect via APIs, webhooks, and native connectors without disruption or migration. Enterprise integrations without rip and replace.
Sources
Destinations
Deployment
On-premises, private cloud, or hybrid. ReportMiner runs where your data lives. Sensitive financial documents and statement data never leave your environment unless you choose.
High-Volume Bank Statement Extraction and Reconciliation Automation
ReportMiner is designed for organizations processing thousands of bank statements and transactions across multiple accounts, business units, entities, banks, and regions.
- Process large statement batches in parallel
- Support long and complex multi-page statements
- Standardize transaction data across different banks and formats
- Automate validation, matching, and reconciliation preparation
- Reduce dependency on manual review and disconnected workflows
- Give finance, operations, compliance, and audit teams full visibility
TMP The Mortgage People Automated High-Volume Bank Statement Processing with Astera ReportMiner
"With Astera, we've automated our mortgage application workflows, a breakthrough our team calls life-changing. What once took days of back-and-forth now happens in hours. The project has been a huge success, saving us significant time and letting us serve more customers."
Real Results from Real Teams.
“We have been using Astera, Azure Form Recognizer, and PDF Focus. But once we started implementing Astera, we found the product to be most flexible in terms of its capability compared to others, and we are pretty much not using other products at this point.”
Hayder Mir, Sr. Manager, Custom Applications
at Ciena Corporation
Read the full case study hereDetect Fraud Documents and Suspicious Transactions in Real Time
ReportMiner helps enterprise teams identify document manipulation, transaction anomalies, inconsistent balances, and suspicious activity before statements are approved or used in downstream decisions.
Metadata Forensics
Analyse hidden file properties, creation timestamps, and software signatures that reveal a document's true origin.
Visual Anomaly Detection
Spot pixel-level edits, font inconsistencies, and compression artifacts invisible to the human eye.
Cross-Reference Validation
Validate document details against trusted sources and catch perfect-looking fakes with mismatched data.
Ready to Automate Enterprise Bank Statement Extraction and Reconciliation?
Replace manual statement review, spreadsheet matching, and disconnected reconciliation processes with enterprise-grade bank statement automation.
Where Template Precision and AI Flexibility are the Best Combo
ReportMiner combines 15 years of template-based pattern matching with AI-powered extraction in a single platform. Use templates where precision matters for recurring bank statement formats, AI where flexibility matters for variable layouts, or both together. That is what the best bank statement processing software looks like in practice.
Bank Statement Processing Plans That Scale With Complexity
From departmental extraction to enterprise-wide reconciliation automation. Pick the plan that matches your volume and operational needs.
- Statement extraction
- Limited server
- PDF & scan support
- Email & SFTP intake
- Excel / CSV export
- Document support
- Everything in Express
- Unlimited servers
- LLM-powered extraction
- AI scheduling
- All file formats
- Job scheduling / triggers
- Priority support
- Everything in Standard
- GL reconciliation matching
- Fraud detection module
- Custom validation rules
- 10 dedicated servers
- Dedicated CSM
- Everything in Premium
- Multi-entity & multi-bank
- Custom ERP integrations
- Regional compliance
- On-premises deployment
- 24/7 dedicated support
Free 14-day trial available on Standard and above. Talk to sales for volume-based pricing and bundled add-ons.
Ready to Automate Enterprise Bank Statement Extraction and Reconciliation?
Replace manual statement review, spreadsheet matching, and disconnected reconciliation processes with enterprise-grade bank statement automation.