Winner, Central Bank of Bahrain Reg-Tech Innovation Challenge

Reconciliation, reimagined.

AI-powered financial reconciliation platform with 99% matching accuracy. Transform days of manual work into minutes.

9+
Recon Types
99%+
Match Accuracy
<7 min
Per 1M Records
24/7
Automated Runs

Reconciliation shouldn't take days.

Financial data sits across many systems and formats. Teams fall back on spreadsheets and manual checks, reconciliation drags on for days or weeks, errors go untraced, and audit visibility suffers. UniRecon is an RPA-powered platform built to close that gap — ensuring financial accuracy, audit readiness, and secure data control across any core system or data format.

1. Universal System Connectivity

Connects to any system or data source, including PDFs pulled straight from email.

2. Automated Extraction & Matching

RPA bots extract and compare entries automatically across every source, no manual re-keying.

3. Secure In-House Processing

Reads and processes data securely within your own environment — nothing leaves your servers.

One platform. Every capability.

UniRecon handles the full spectrum of financial matching, from simple bank runs to complex multi-leg securities settlements, with a single AI-powered platform.

Multi-Format Ingestion

Accepts Excel, CSV, and PDF files with automatic data extraction and field mapping.

Real-Time Dashboards

Live reconciliation status, exception queues, and audit-ready reporting at a glance.

Maker-Checker Workflow

Four-eyes approval built in: every match reviewed before it closes.

Multi-Tenant Architecture

Role-based access, multiple entities, one platform.

REST API & RPA Ready

Plug into any ERP or automation platform through open REST APIs.

Duplicate File Detection

Automatically detects, rejects, and flags duplicate uploads before they reach the ledger.

Matching that thinks like an analyst.

AI-powered smart matching goes beyond exact-match rules — it identifies related records, learns from every decision, and gets faster and more accurate over time.

Automatic Rule Discovery

Analyzes historical matching patterns and automatically recommends new rules to accelerate future reconciliations.

Smart Matching Suggestions

Intelligently identifies related records across multiple data sources, even when values don't exactly match.

Self-Learning Intelligence

Learns continuously from user accept/reject decisions and improves matching accuracy over time.

Confidence Scoring

Assigns a confidence score to every suggested match, enabling faster decisions and focused reviews.

Context-Aware Matching

Understands data meaning, not just text — recognizing variations like "ABC Corp" and "ABC Corporation" as the same entity.

Nine reconciliation types covered.

From daily bank runs to complex intercompany settlements, UniRecon handles every reconciliation scenario your finance team faces.

Bank Reconciliation

Match GL entries against bank statements daily, with automatic break identification.

Vendor Reconciliation

Reconcile supplier invoices against purchase orders and payment records.

Customer Reconciliation

Match customer receipts against AR ledger with aged-item highlighting.

Intercompany

Eliminate intercompany discrepancies across subsidiaries automatically.

ATM Reconciliation

End-of-day ATM cash and transaction matching for banking operations.

Nostro Reconciliation

Match correspondent bank accounts against internal nostro records.

Securities

Reconcile trade confirmations, settlements, and custody positions.

Tax Reconciliation

Match tax filings against ledger entries for VAT and corporate tax.

Legal & Inheritance

Document-driven reconciliation for legal and inheritance proceedings.

Why teams choose UniRecon.

A modern AI-powered reconciliation platform against a legacy tool: faster processing, intelligent automation, and comprehensive reporting.

FeatureUniReconCurrent Market
Processing speed1M records in ~7 minutesSeveral hours
File processingAutomatic upload, reconciliation & notificationsManual upload
DashboardReal-time visibilityNo centralized dashboard
Duplicate filesAuto detect, reject & notifyNot supported
Rule creationAI-generated rulesManual configuration
GovernanceApproval of rulesNot available
AI learningLearns from manual matchingNo learning
ReportingMatched, unmatched & partially matchedLimited
Balance sheet substantiationAvailableNot available

Bank-grade security by design.

Your data never leaves your environment. Every record is encrypted and every action is logged.

Security Standards

All processing on bank-controlled servers, nothing sent externally. TLS 1.2+ encryption in transit, AES-256 at rest. Database access restricted to the internal network. Complete audit trail of every user and system action.

Getting Started

Works with your existing exports: CSV, Excel, and PDF. Matching rules configured to your business logic and validated with your historical data before go-live. Role-based access for admins, analysts, and auditors.

Ready to automate your reconciliation?

Join the GCC enterprises using UniRecon to close faster and with greater accuracy.

Book a Demo