What is Robotic Process Automation RPA?

Learn about process mining, a method of applying specialized algorithms to event log data to identify trends, patterns and details of how a process unfolds. From your business workflows to your IT operations, we’ve got you covered with AI-powered automation. A Digital Marketing Strategist successfully growing the digital landscape of small businesses by creating result-oriented marketing strategies.

1Rivet helped UHY automate generation of their EFS (tax) and workstream reports on configurable scheduled dates. Once these reports were generated, a robot created and sent individualized reports to each employee. Currently, this work requires significant manual data entry and painstaking cross-checks, leaving it open to errors and missing information. This project uses a self-learning model, so if the system does not have the appropriate information to identify a customer from a wire instruction, it allows the back office user to identify the customer.

Industry-specific processes

RPA bots are programmed, either via a drag-and-drop functionality, visual editor, coding, or a workflow recording, to mimic a human’s actions. RPA implementation takes this complex activity of searching and verifying the details from different data sources, thus reducing the processing time by 80%. With RPA implementation, Radius Financial Group maintains its business pace efficiently. Even during the pandemic period, the company could remain productive and generate profits. Robotic process automation has advanced significantly since its original introduction to the business world. Today, it has an integral role to play within a broader strategy of automation.

Performing the tedious tasks of timesheet validations, deductions calculations, tax calculations, overtime payouts, etc., can be managed by RPA bots with zero errors and delays. Also, bots can do tasks for hours in just a matter of minutes without getting tired. To understand it better, an organization with other functions and sub-companies follows different structures and processes in maintaining its accounts. Bringing all of them into a standard processing format might not be possible based on the business requirements and client needs. The central team faces challenges in reconciling the accounts of all the departments/sub-companies. Invoice processing is also repetitive and tedious, especially if the invoices are received or generated in varied formats.

Top 6 Accounting Processes to Automate With RPA in 2023

Automating returns can improve customer satisfaction and reduce manual labor. The bot can also automatically adjust the hotel’s room prices, based pre-determined rules, to match the competitors with minimal human intervention. RPA bots, on school portals, can automatically create meeting time slots between the student and the relevant advisor based on the student’s current status. This is a valuable opportunity for IT service providers to expand into a new domain which can help them reach new customers or grow their relationship with existing customers. For instance, the banks and the trading company communicate through letters of credit, and other documents, which need to be processed (see diagram below from IBM). Updating such files with bots can relieve procurement professionals from simple tasks to focus on managing vendor relationships.

RPA can be used to reduce the majority of the repetitive tasks that consume the time of the full-time equivalents (FTEs). Accounting data calls for reconciliation taken from a variety of sources, such as Excel sheets, or customer invoices. With automation, you can process and download the data into the desired format and rpa finance examples validate the data for any exceptions. Also, the Guardian Group has also embraced RPA technology in its processes and has seen early success in its journey. The technology has enabled them to calculate, copy, paste, access, or use existing business rules to handle, use, and feed data into the core enterprise application.

RPA Use in Reporting

One challenge is enabling finance departments to easily create new bots while also providing guardrails. “The quickest wins have been more rules-based processes that are more amenable to RPA,” said Dennis Gannon, vice president of advisory services at Gartner. RPA also helps notify stakeholders about specific events, such as customer complaints about a new mobile banking feature. With ML, data about similar past complaints can be filtered to predict the most impactful improvement opportunities. According to Statista, ±$7 trillion e-commerce B2B sales orders are processed. Given the slower growth of e-commerce in B2B, a similar volume of orders could be manually processed each year by account managers and sales representatives.

• This was also verified by our numerous interviews with RPA practitioners who mentioned that companies generally start their RPA journey with structured data since these are easier to automate.
• Many bank processes involve unstructured data formats (invoice PDFs, bank statements images, etc.) which machines are incapable of understanding.
• RPA bots can handle most activities in tasks such as payroll, record keeping, reporting, and account payable and receivable.
• To prioritize your use cases and select vendors for your business, you can also examine the reported benefits and the vendors in the list below.
• Most customer onboarding processes, like contract generation, can even be done in companies relying on legacy systems.

Implementing bots against FTEs radically reduces the manual hand-offs and eliminates mistakes by double-checking for vendor invoices and payments. However, this hurdle can be easily overcome if you implement RPA in accounts payable operations with Natural Language Processing and other AI tools & ML technologies. According to Deloitte, banks and finance companies can reduce their expenses by 30% through RPA, largely because of the reduction in errors and manual work. Read the full case study to learn more about this robotic process automation finance use case. The automation process starts when the e-billing team sends an email to the robot with the client’s name.

Customer Relationship Management (CRM)

The bots can then compare this information with information from HPE’s ERP systems on the actuals to identify the gaps and highlight discrepancies. As an example, HPE’s contract compliance team is using RPA to help automate many processes involved in ensuring adherence to vendor contracts. “While business requirements can be negotiable and are subject to improvisation, accounting rules and compliance requirements have to be dealt with kid gloves,” Singh said.

Gartner studied how a global television company restructured its team to support finance robotics. Discover how leading finance teams are training their way to digital expertise by identifying learning moments, democratizing finance digital transformation and increasing retention. Using software “robots” capable of following specific rules and action sequences, you can automate processes that typically require human workers to perform tedious intervention. Applying the right payments to the right accounts and invoices is a process that includes multiple ways to introduce errors.

Account closure

Some legacy systems require customer service reps to navigate a lot of steps for simple tasks. If these do not require human judgment, they can be automated, saving significant time. Account payable is a highly automatable process because it relies on repetitive tasks such as data extraction, invoice validation, and payment processing. Implementing RPA in AP will allow cycle time reduction, cost reduction, and preventing manual errors. Since most of the accounting processes are repetitive, time-consuming, and require high precision, RPA bots come in handy to reduce costs and increase accuracy in performance.

With RPA, you can easily prepare invoices, keep track of their status, and hasten the speed of payment because you negate the risk of forgetting anything. When implemented optimally, RPA in finance can mean a complete transformation in which roles are reassigned and organisational structures are reconfigured to benefit the business’ overall goals. Gartner helped Canada School of Public Service implement an RPA strategy and roll out multiple RPA processes. Let’s look at a few of the most common areas in which additional RPA can be an excellent match for accounting and finance. Lack of communication between a company’s finance and IT departments can cause problems with organizational goals and decisions. Learn about some of the benefits that can result from doing so, as well as potential challenges.

Accounting

Intelligent automation can streamline this process end-to-end even if the incoming docs are paper-based, thanks to optical character recognition technology (OCR). The financial and accounting industry can benefit from RPA implementation as it offers more profound insights into business operations via an intelligent amalgamation of legacy and new data. In addition, the peculiar combination of data in one system purveys better reporting and insights for business growth. Finance and Accounting involve long strings of numbers and repetitive, rule-based transactional processes. Upon successful implementation of RPA, financial institutions can accelerate these transactions while enjoying increased efficiency and reliability of data with minimal errors.