Sometimes it takes a while for technology to fundamentally change how work is done. That’s because several innovations usually have to come together before a transformation can occur. For instance, Karl Benz created the first practical motorcar in 1885, but consumers would have to wait until the 1920s for the modern automobile. Computerized accounting systems originated in the 1950s but it’s only now that technologies have evolved and come together to fundamentally change how work is done.
I recently attended BlackLine’s annual user conference. The company aims to automate time-consuming repetitive tasks and substantially reduce the amount of detail that individuals must handle in the department. The phrase “the devil is in the details” certainly applies to accounting, especially managing the details in the close-to-report phase of the accounting cycle, which is where BlackLine plays its role. This phase spans from all the pre-close activities to the publication of the financial statements. The non-practitioner is likely unaware of the hair-curling amount of essential detail that the finance and accounting organization must handle in the close-to-report. Beyond its toll on efficiency, the time and attention involved in performing this work manually bedevils departments’ attempts to become a more strategic partner to the rest of the business.
Topics: automation, close, closing, Consolidation, control, effectiveness, Reconciliation, CFO, compliance, Data, controller, Financial Performance Management, FPM, Sarbanes Oxley, Accounting, process management, report
Robots of the physical sort are not about to take over finance and accounting but we have arrived at the age of “Robotic Finance”. I coined this term to focus on four key technologies with transformative capabilities: artificial intelligence and machine learning, robotic process automation, bots and natural language processing and blockchain distributed ledger technology. Embracing these technologies will enable any department to redefine itself as a forward-looking strategic partner to the rest of the company.
For several years, I’ve commented on a range of emerging technologies that will have a profound impact on white-collar work in the coming decade. I’ve now coined the term “Robotic finance” to describe this emerging focus, which includes four key areas of technology: Artificial intelligence (AI) and machine learning (ML), robotic process automation (RPA), bots utilizing natural language processing, and blockchain distributed ledger technology (DLT), each of which I describe below. Robotic finance will have a disproportionate impact on finance and accounting departments: I estimate that adoption of these technologies potentially will eliminate one-third of the accounting department’s workload within a decade.
Topics: ERP, Machine Learning, close, Consolidation, Continuous Accounting, Reconciliation, CFO, Robotic Process Automation, blockchain, AI, natural language processing, Accounting, RPA, bots, voice automation
Robotic process automation (RPA) relies on programming or the application of analytical algorithms to execute the most appropriate action in an automated workflow. RPA enables business users to configure a “robot” (actually, computer software) to interact with applications or data sources to process a transaction, move or manipulate data, communicate with other digital systems and manage machine-to-machine and man-to-machine interactions. This technology is gaining increasing notice by finance departments, with good reason: RPA represents an important step beyond simple process automation in that it uses software to execute routine but complex workflows that require judgment. Rather than making an individual check-off a step in a routine approval, a robotic system applies an algorithm that decides the next step. The system thus does what people spend an awful lot of their time doing every day: making judgments that most of the time could be done by a machine.