Bank Reconciliation Through RPA

80% Faster Bank Reconciliation Through RPA-Driven Automation | Iqra Technology
UiPath · RPA · Bank Reconciliation Automation · Case Study

80% Faster Bank Reconciliation Through RPA-Driven Automation

How Iqra Technology deployed UiPath RPA to automate the bank reconciliation process for a UAE-based financial services firm — reducing reconciliation time by 80%, eliminating manual matching errors, and delivering daily reconciliation reports automatically.

UiPath RPABank ReconciliationFinance AutomationRPA-Driven ReconciliationBanking SolutionsUAE

Client Overview

A UAE-based SME delivering IT services, digital transformation, and banking solutions to medium and large clients across the region. The firm's finance team manages bank reconciliation for multiple accounts across different banks and currencies — a high-frequency, data-intensive process requiring daily reconciliation of bank statement transactions against internal ledger records.

Bank reconciliation was performed manually by the finance team: downloading bank statements, opening accounting system records, matching transactions line by line in spreadsheets, investigating discrepancies, and producing reconciliation reports — a process that consumed significant finance staff time daily and was prone to matching errors and missed discrepancies.

Iqra Technology was engaged to automate the full bank reconciliation workflow using UiPath RPA — from automated bank statement download and parsing, through intelligent transaction matching against ERP records, to exception flagging and automated reconciliation report generation — delivering daily reconciliation results without manual effort.

Industry Details

IndustryIT Services & Banking Solutions
LocationUAE
Timeline10–12 Weeks
TechnologyUiPath RPA
Company Size11–50 Employees
ScaleSmall to Mid-Sized Enterprise (SME)

Project Overview

The project deployed a UiPath RPA bot that automatically downloads bank statements from all configured bank portals, parses transaction data, loads corresponding ERP ledger entries, applies a configurable matching engine to reconcile transactions by reference number, amount, and date, and generates a structured reconciliation report — flagging unmatched items for finance review.

The bot runs on a scheduled daily basis via UiPath Orchestrator, ensuring reconciliation is completed every morning before the finance team begins their day — replacing a process that previously took several hours with a fully automated overnight run delivering results at the start of each business day.

Client Requirements

  • Automate daily download of bank statements from all configured bank portals.
  • Parse bank statement transaction data across multiple formats and currencies.
  • Load corresponding ledger entries from the ERP/accounting system for comparison.
  • Apply configurable matching logic to reconcile transactions by reference, amount, and date.
  • Flag unmatched and partially matched transactions for finance team review.
  • Generate structured daily reconciliation reports by account, bank, and currency.
  • Schedule daily automated runs via UiPath Orchestrator with email delivery of reports.
  • Maintain a complete audit trail of all matched, unmatched, and manually resolved items.

Technologies Used

UiPath StudioUiPath OrchestratorExcel AutomationBank Statement ParserERP/Accounting System IntegrationAutomated Matching EngineException Reporting

Challenges & Solutions

Problem 1Finance staff spent several hours each day manually downloading bank statements from multiple bank portals, copying transaction data into spreadsheets, and cross-referencing against ERP records — a repetitive process that consumed significant finance team capacity on low-value work.
SolutionDeployed a UiPath bot that automatically logs into each bank portal on a scheduled daily basis, downloads the latest bank statements, and initiates the reconciliation workflow — eliminating all manual portal access and data download tasks from the finance team's daily workload.
Problem 2Manual transaction matching was error-prone — transactions were missed, incorrectly matched due to minor reference number variations, or left unreconciled for days before being identified — creating reconciliation backlogs and inaccurate financial reporting.
SolutionImplemented a configurable intelligent matching engine in the UiPath workflow that matches transactions using a combination of exact reference matching and fuzzy logic for near-matches — handling minor reference variations while flagging genuine exceptions clearly for human review. Matching accuracy significantly exceeds manual methods.
Problem 3Reconciliation reports were produced manually at inconsistent times, often reflecting incomplete data and requiring further manual consolidation before being shared with finance management — delaying financial visibility and decision-making.
SolutionConfigured automated structured reconciliation report generation within the UiPath workflow. Upon completion of each daily run, the bot generates a formatted Excel reconciliation report by account and bank, and automatically emails it to the configured finance recipients — delivering consistent, timely reports every morning.

Measurable Results

80%
Faster Reconciliation
Automated matching replaced hours of daily manual transaction comparison.
Daily
Automated Report Delivery
Reconciliation reports delivered to finance team every morning automatically.
Near-Zero
Manual Matching Errors
Configurable matching engine eliminates human error from transaction reconciliation.
Multi-Account
Single Automation
One bot handles all bank accounts, currencies, and portals in each daily run.

Implementation Highlights

  • Automated daily bank statement download from all configured portals via scheduled UiPath bot.
  • Intelligent transaction matching engine handling exact and fuzzy reference matching across all accounts.
  • ERP ledger integration for real-time comparison of bank transactions against internal records.
  • Automated exception flagging with structured report of all unmatched and partially matched items.
  • Scheduled daily reconciliation runs via UiPath Orchestrator with automatic email report delivery.
  • Complete audit trail of all matched, exception, and manually resolved reconciliation items.

What Our Clients Say

Verified reviews from Clutch.co — rated 4.7/5 across 8 client engagements.

★★★★★

"What stood out most about Iqra Technology was their genuine commitment to delivering quality work and their proactive approach throughout the project. It felt like working with a partner rather than just a vendor."

MJ
Mohd Jaukh
HR Leader, ThinkBiz Technology Pvt Ltd
5.0
Clutch
★★★★★

"Working with Iqra Technology was an excellent experience. They understood our requirements clearly, built the solution, and completed the implementation smoothly. The end result has streamlined our operations significantly."

AD
Anonymous Director
Financial Services Company, Australia
5.0
Clutch
★★★★★

"Iqra Technology played a key role in enhancing our internal digital workplace. The portal is now easy to navigate, visually clean, and aligned with our business needs."

AE
Anonymous Executive
DataHeights, Canada
5.0
Clutch
★★★★½

"They performed as promised, communicated regularly, and completed the project on time. All requested data was properly and securely migrated."

TE
Todd
Managing Partner, Emanuel Law Group
4.5
Clutch
★★★★½

"They're flexible and professional. If the company has a tight budget, they're the best company to work with. The team provides good value for money."

GI
Anonymous
Group IT Director, Investment Management, Dubai
4.5
Clutch
★★★★★

"The developer integrated seamlessly into our project, delivering high-quality dashboards that improved decision-making for our clients."

SB
Serge Barros Chaves
CEO, PRODEVA, Spain
5.0
Clutch
⭐ View all 8 verified reviews on Clutch.co →

FAQs

Choose a partner with proven expertise in UiPath, ERP integration, banking workflows, SQL, and financial process automation.Experience with Oracle ERP, MT940 statement processing, and post-implementation support is equally important. Iqra Technology provides end-to-end consulting, implementation, and ongoing RPA support for enterprise finance automation.
Yes. UiPath can integrate with Oracle ERP, SQL databases, Excel, banking files, and other enterprise finance systems to automate reconciliation workflows. Iqra Technology designs secure integrations that reduce manual effort while improving financial accuracy and reporting efficiency.
Implementation timelines depend on process complexity, integration requirements, testing, and compliance needs.Standard projects may take a few weeks, while enterprise deployments require additional planning. Iqra Technology follows a structured implementation approach to ensure reliable and scalable automation.
Yes. UiPath workflows can be customized for your reconciliation rules, transaction matching logic, approval processes,exception handling,and reporting requirements. Iqra Technology develops tailored automation solutions that align with existing finance operations and business policies.
A reliable solution should provide secure data handling, role-based access, audit trails, controlled bot execution, and exception reporting.Iqra Technology implements automation following enterprise security and governance best practices to support compliance and financial transparency.
The implementation cost depends on workflow complexity, ERP integrations, business rules, transaction volumes, and customization requirements.Iqra Technology offers UiPath services starting from approximately USD $2,100 per month or USD $13/hour, while the final price is determined after assessing your business needs.Talk to our Expert for a tailored estimate.
Look for support for ERP systems, databases, banking file formats, APIs, Excel, reporting platforms, and future scalability.Iqra Technology delivers integration services that connect UiPath with existing enterprise applications while minimizing operational disruption.
Yes. Managed services help maintain bot performance, resolve issues quickly, implement enhancements, and ensure uninterrupted automation. Iqra Technology provides UiPath monitoring, maintenance, optimization, and support services to maximize long-term business value.
Measure ROI using reduced processing time, lower manual effort, improved reconciliation accuracy, faster financial closing, and fewer operational errors. Iqra Technology helps organizations identify measurable KPIs before implementation to demonstrate business value after deployment.
Evaluate technical expertise, industry experience, integration capabilities, delivery methodology, security practices, support services, and successful enterprise implementations. Iqra Technology offers consulting, implementation, customization, and post-deployment support to help organizations adopt UiPath with confidence.
Yes. AI capabilities can complement UiPath by improving document processing, transaction classification, exception handling,and intelligent decision support. Iqra Technology develops AI-assisted automation solutions that integrate seamlessly with enterprise finance systems where appropriate.
Yes. Hiring experienced UiPath developers helps accelerate implementation, reduce project risks, and improve automation quality.Iqra Technology provides skilled UiPath consultants and developers for implementation, integration, customization, optimization, and long-term support.
AI can accelerate design, documentation, and workflow recommendations, but enterprise automation still requires experienced developers for integrations, testing, security, and governance. Iqra Technology combines AI-assisted development with expert implementation to deliver dependable production-ready solutions.
Look for expertise in UiPath, ERP integration, SQL, finance workflows, exception handling, security, and enterprise deployment experience.Iqra Technology provides certified professionals who can design, implement, maintain, and enhance automation solutions that align with business objectives.
Yes. A phased migration approach minimizes operational risks while preserving existing financial controls and compliance requirements.Iqra Technology plans, migrates, tests, and deploys UiPath automation with minimal business disruption and provides user training and ongoing support.

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