By Steve Dunne, Staff Writer, Workday
In a recentMcKinsey survey,only 13 percent of CFOs and other senior business executives polled said their finance organizations use automation technologies, such as robotic process automation (RPA) and machine learning. Whats more, when asked how much return on investment the finance organization has generated from digitization and automation in the past 12 months, only 5 percent said it was a substantial return; the more common response was modest or minimal returns.
While that number may seem low right now, automation is coming to the finance function, and it will play a crucial role in furthering the CFOs position in the C-suite. Research suggests corporate finance teams spend about 80 percent of their time manually gathering, verifying, and consolidating data, leaving only about 20 percent for higher-level tasks, such as analysis and decision-making.
In its truest form, RPA will unleash a new wave of digital transformation in corporate finance. Instead of programming software to perform certain tasks automatically, RPA uses software robots to process transactions, monitor compliance, and audit processes automatically. This could slash thenumber of required manual tasks, helping to drive out errors and increase the efficiency of finance processeshanding back time to the CFO function to be more strategic.
According to the report Companies Using AI Will Add More Jobs Than They Cut, companies that had automated at least 70 percent of their business processes compared to those that had automated less than 30 percent discovered that more automation translated into more revenue. In fact, the highly automated group was six times more likely to have revenue growth of 15 percent per year or more.
In the right hands, automation and machine learning can be a fantastic combination for CFOs to transform the finance function, yet success will depend on automating the right tasks. The first goal for a finance team should be to automate the repetitive and transactional tasks that consume the majority of its time. Doing this will free finance up to be more of a strategic advisor to the business. AnAdaptive Insights surveyfound that over 40 percent of finance leaders say that the biggest driver behind automation within their organizations is the demand for faster, higher-quality insights from executives and operational stakeholders.
Accentures global talent and organization lead for financial services, Andrew Woolf, says the challenge for businesses is to pivot their workforce to enter an entirely new world where human ingenuity meets intelligent technology to unlock new forms of growth.
Transaction processing is one of the major barriers preventing finance from achieving transformation and the ultimate goal of delivering a better business partnership. It's not surprising that its the first port of call for CFOs looking toward automation.
RPA combined with machine learning provides finance leaders with a great way of optimising the way they manage their accounting processes. This has been a painful area of finance for such a long time and can have a direct impact on an organizations cash flow, says Tim Wakeford, vice president, financials product strategy, EMEA at Workday. Finance spends a huge amount of time sifting through invoices and other documentation to manually correct errors in the general ledger, while machine learning could automate this, helping to intelligently match payments with invoices.
Machine learning can also mitigate financial risk by flagging suspect payments to vendors in real time. Internal and external fraud costs businesses billions of dollars each year. The current mechanism for mitigating such instances of fraud is to rely on manual audits on a sample of invoices. This means looking at just a fraction of total payments, and is the proverbial needle in the haystack approach to identifying fraud and mistakes. Machine learning can vastly increase the volume of invoices which can be checked and analyzed to ensure that organizations are not making duplicate or fraudulent payments.
Ensuring compliance to federal and international regulations is a critical issue for financial institutions, especially given the increasingly strict laws targeting money laundering and the funding of terrorist activities, explains David Axson, CFO strategies global lead, Accenture Strategy. At one large global bank, up to 10,000 staffers were responsible for identifying suspicious transactions and accounts that might indicate such illegal activities. To help in those efforts, the bank implemented an AI system that deploys machine-learning algorithms that segment the transactions and accounts and sets the optimal thresholds for alerting people to potential cases that might require further investigation.
Read the second part of this story, How Automation and Machine Learning Are Reshaping the Finance Function, which takes a closer look at how automation and machine learning can drive change.
This story was originally published on theWorkday blog. For more stories like this, clickhere.
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Automation And Machine Learning: Transforming The Office Of The CFO - Forbes
- The Automation Conference - December 9th, 2016 [December 9th, 2016]
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- Compact Automation - Actuators, Hydraulic Cylinders, Linear ... - December 24th, 2016 [December 24th, 2016]
- What is Home Automation? | Home Automation Systems - December 24th, 2016 [December 24th, 2016]
- Job Seekers - Automation Personnel Services - December 24th, 2016 [December 24th, 2016]
- iAutomation - December 25th, 2016 [December 25th, 2016]
- Beyond Automation - hbr.org - December 25th, 2016 [December 25th, 2016]
- Automation The Car Company Tycoon Game on Steam - December 25th, 2016 [December 25th, 2016]
- Automation - Wikipedia - December 25th, 2016 [December 25th, 2016]
- Build automation - Wikipedia - December 26th, 2016 [December 26th, 2016]
- Home - Enerwave Home Automation - December 27th, 2016 [December 27th, 2016]
- Automation | Technologies | Systems | Integrator ... - December 27th, 2016 [December 27th, 2016]
- Automation - DESHAZO - December 27th, 2016 [December 27th, 2016]
- Custom Automation & Machine Design | Automation GT - December 27th, 2016 [December 27th, 2016]
- IT Automation - BMC - December 27th, 2016 [December 27th, 2016]
- Werner Electric | Automation - January 28th, 2017 [January 28th, 2017]
- Automationtechies | Automation Engineering Recruiting - January 28th, 2017 [January 28th, 2017]
- Automation - Mazak Corporation - January 28th, 2017 [January 28th, 2017]
- Automation | Food Engineering - January 28th, 2017 [January 28th, 2017]
- Test Automation Services for Development of Regression ... - January 28th, 2017 [January 28th, 2017]
- UI Automation Overview - msdn.microsoft.com - February 5th, 2017 [February 5th, 2017]
- The Evolution of Automation and What It Means for the Integration Industry - Commercial Integrator - February 7th, 2017 [February 7th, 2017]
- Automation, robots could replace 250000 public sector workers in the next 15 years - Computer Business Review - February 7th, 2017 [February 7th, 2017]
- New telecom transformation goals require service automation - TechTarget - February 7th, 2017 [February 7th, 2017]
- Automation expected to displace insurance underwriters, real estate brokers - CIO Dive - February 7th, 2017 [February 7th, 2017]
- The Perks Of Automation And The Risks: Why To Think Twice About Getting Into That Driverless Uber - Forbes - February 7th, 2017 [February 7th, 2017]
- Voices Reinventing enterprise finance by overhauling AP automation - Accounting Today - February 7th, 2017 [February 7th, 2017]
- DFLabs Launches the First Security Automation and Orchestration Platform based Upon Supervised Active Intelligence - Business Wire (press release) - February 7th, 2017 [February 7th, 2017]
- VIDEO: Going Big on Automation in a Small Footprint Facility - ENGINEERING.com - February 7th, 2017 [February 7th, 2017]
- Building a better model of human-automation interaction - Phys.org - Phys.Org - February 7th, 2017 [February 7th, 2017]
- Cruise Automation Is Testing an App For Hailing Self-Driving Cars - Fortune - February 8th, 2017 [February 8th, 2017]
- AlixPartners examines automation in manufacturing and logistics management - Logistics Management - February 8th, 2017 [February 8th, 2017]
- Women need to look out for each other in automated workplaces - The Guardian - February 8th, 2017 [February 8th, 2017]
- Automation vs. the H-1B visa program: Which matters to employees? - TechTarget - February 8th, 2017 [February 8th, 2017]
- Automation is the unavoidable future of the economy - The Daily Cougar - February 8th, 2017 [February 8th, 2017]
- Speeders beware: Legislation would allow automation crackdown ... - SFGate - February 9th, 2017 [February 9th, 2017]
- Robots versus bureaucrats: Why public sector work is ripe for automation - Financial Post - February 9th, 2017 [February 9th, 2017]
- Rockwell Automation Surged 10% in January as Growth Picked Up Steam - Motley Fool - February 9th, 2017 [February 9th, 2017]
- Global Medical Automation Market to Reach Approximately $75.6 Billion by 2025 - By End User, Application ... - PR Newswire (press release) - February 10th, 2017 [February 10th, 2017]
- Automation 'key' to advancing Thai production - The Nation - February 10th, 2017 [February 10th, 2017]
- WorkWave Releases New Lead Management And Marketing ... - PR Newswire (press release) - February 10th, 2017 [February 10th, 2017]
- 'We employ insane levels of automation' Kris Canekeratne - Times of India - February 10th, 2017 [February 10th, 2017]
- Most people are optimistic about workplace automation, social data suggests - ZDNet - February 10th, 2017 [February 10th, 2017]
- Yes, there's a job creation argument for automation and technology ... - The Hill (blog) - February 10th, 2017 [February 10th, 2017]
- Technobabble: Automation and the modern worker - CIO Dive - February 10th, 2017 [February 10th, 2017]
- Improving Behavior Through Automation of Vehicle Systems - School Transportation News (blog) - February 11th, 2017 [February 11th, 2017]
- Automation Nightmare: Philosopher Warns We Are Creating a World Without Consciousness - Big Think - February 11th, 2017 [February 11th, 2017]
- Why Don't We See More Automation in Federal Networks? - Nextgov - February 11th, 2017 [February 11th, 2017]
- Automation can revitalize the US workforce - Fox News - February 11th, 2017 [February 11th, 2017]
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- Automation can replace bureaucrats and save taxpayers money - Hot Air - February 12th, 2017 [February 12th, 2017]
- TigerStop hopes to ride automation to new heights - The Columbian - February 12th, 2017 [February 12th, 2017]
- Your Most Valuable Resource is Time Get More of it through Automation - CMS Critic (press release) (blog) - February 13th, 2017 [February 13th, 2017]
- What Does Device Automation Mean for Users? - Medical Device and Diagnostics Industry (blog) - February 13th, 2017 [February 13th, 2017]
- How To Beat Automation And Not Lose Your Job - Forbes - February 13th, 2017 [February 13th, 2017]
- Logistics firm gets automation boost - The Straits Times - February 14th, 2017 [February 14th, 2017]
- PP Control & Automation launch new video to kick-start exciting plans for 2017 - Manufacturer.com - February 14th, 2017 [February 14th, 2017]
- Automation's Impace on Data Center Monitoring Alerts - The Data Center Journal - February 14th, 2017 [February 14th, 2017]
- Hollysys Automation Technologies Reports Unaudited Financial Results for the First Half Year and the Second Quarter ... - PR Newswire (press release) - February 15th, 2017 [February 15th, 2017]
- 4 Automation Hacks to Save You Money and Manpower - Yahoo Finance - February 15th, 2017 [February 15th, 2017]
- Istuary Innovation Group and Bluewrist Partner to Bring Robotics and Automation into China's Manufacturing Sector - Yahoo Finance - February 15th, 2017 [February 15th, 2017]
- Redwood Software Named a Strong Performer in Independent Robotic Process Automation (RPA) Report - Yahoo Finance - February 15th, 2017 [February 15th, 2017]
- Boeing ramps up automation, innovation as it readies 737MAX | The ... - The Seattle Times - February 15th, 2017 [February 15th, 2017]
- Robots and AI are coming for our jobs, but can augmentation save us from automation? - Digital Trends - February 15th, 2017 [February 15th, 2017]
- The Impact of Bad Data in Automation: Why Quality Management is Critical - R & D Magazine - February 16th, 2017 [February 16th, 2017]
- Automation: Are We Empowering Human Interaction Or Displacing It? - Business 2 Community - February 16th, 2017 [February 16th, 2017]
- Life in the Fast LaneAutomation with Software-Defined Intelligence - InfoWorld - February 16th, 2017 [February 16th, 2017]
- Luddite Lefty Journalists Apparently Think Workplace Automation is Conservatives' Fault [VIDEO] - Daily Caller - February 16th, 2017 [February 16th, 2017]
- Will automation define the future of network technology? - TechTarget - February 16th, 2017 [February 16th, 2017]
- Editorial: Improving automation - The Motorship - February 17th, 2017 [February 17th, 2017]
- TigerText Unveils Role-based Scheduling Automation, Amazon Alexa integration - HIT Consultant - February 17th, 2017 [February 17th, 2017]
- 89% people want automation at workplace: Adobe - Economic Times - February 18th, 2017 [February 18th, 2017]
- Delta veers to EV parts, automation - Bangkok Post - February 18th, 2017 [February 18th, 2017]
- Robotic process automation makes nearshore outsourcing more ... - CIO - February 18th, 2017 [February 18th, 2017]
- The working-class job that Trump could save from automation - Washington Post - February 18th, 2017 [February 18th, 2017]
- China must be ready for automation - Basic Income News - February 18th, 2017 [February 18th, 2017]
- Bill Gates Says Robots Should Be Taxed Like Workers - Fortune - February 18th, 2017 [February 18th, 2017]
- Trump and automation challenge India's IT industry - VentureBeat - February 18th, 2017 [February 18th, 2017]
- Both Trump and Automation Are Challenging India's IT Industry - Fortune - February 20th, 2017 [February 20th, 2017]
- 89% people want automation at workplace: Adobe - ETCIO.com - February 20th, 2017 [February 20th, 2017]