Six notable benefits of AI in finance, and what they mean for humans – Daily Maverick
Posted: September 20, 2020 at 10:55 pm
Addressing AI anxiety
A common narrative around emerging technologies like AI, machine learning, and robotic process automation is the anxiety and fear that theyll replace humans. In South Africa, with an unemployment rate of over 30%, these concerns are valid.
But if we dig deep into what we can do with AI, we learn it will elevate the work that humans do, making it more valuable than ever.
Sage research found that most senior financial decision-makers (90%) are comfortable with automation performing more of their day-to-day accounting tasks in the future, and 40% believe that AI and machine learning (ML) will improve forecasting and financial planning.
Whats more, two-thirds of respondents expect emerging technology to audit results continuously and to automate period-end reporting and corporate audits, reducing time to close in the process.
The key to realising these benefits is to secure buy-in from the entire organisation. With 87% of CFOs now playing a hands-on role in digital transformation, their perspective on technology is key to creating a digitally receptive team culture. And their leadership is vital in ensuring their organisations maximise their technology investments. Until employees make the same mindset shift as CFOs have, theyll need to be guided and reassured about the businesss automation strategy and the potential for upskilling.
Six benefits of AI in laymans terms
Speaking during an exclusive virtual event to announce the results of the CFO 3.0 research, as well as the launch of Sage Intacct in South Africa, Aaron Harris, CTO for the Sage, said one reason for the misperception about AIs impact on business and labour is that SaaS companies too often speak in technical jargon.
We talk about AI and machine learning as if theyre these magical capabilities, but we dont actually explain what they do and what problems they solve. We dont put it into terms that matter for business leaders and labour. We dont do a good job as an industry, explaining that machine learning isnt an outcome we should be looking to achieve its the technology that enables business outcomes, like efficiency gains and smarter predictive analytics.
For Harris, AI has remarkable benefits in six key areas:
Digital culture champions
Evolving from a traditional management style that relied on intuition, to a more contemporary one based on data-driven evidence, can be a culturally disruptive process. Interestingly, driving a cultural change wasnt a concern for most South African CFOs, with 73% saying their organisations are ready for more automation.
In fact, AI holds no fear for senior financial decision-makers: over two-thirds are not at all concerned about it, and only one in 10 believe that it will take away jobs.
So, how can businesses reimagine the work of humans when software bots are taking care of all the repetitive work?
How can we leverage the unique skills of humans, like collaboration, contextual understanding, and empathy?
The future world is a world of connections, says Harris. It will be about connecting humans in ways that allow them to work at a higher level. It will be about connecting businesses across their ecosystems so that they can implement digital business models to effectively and competitively operate in their markets. And it will be about creating connections across technology so that traditional, monolithic experiences are replaced with modern ones that reflect new ways of working and that are tailored to how individuals and humans will be most effective in this world.
New world of work
We can envision this world across three areas:
Sharing knowledge and timelines on strategic developments and explaining the significance of these changes will help CFOs to alleviate the fear of the unknown.
Technology may be the enabler driving this change, but how it transforms a business lies with those who are bold enough to take the lead. DM
Visit link:
Six notable benefits of AI in finance, and what they mean for humans - Daily Maverick
- The Top Five AWS Re:Invent 2019 Announcements That Impact Your Enterprise Today - Forbes [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- The Bot Decade: How AI Took Over Our Lives in the 2010s - Popular Mechanics [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- Cloudy with a chance of neurons: The tools that make neural networks work - Ars Technica [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- Measuring Employee Engagement with A.I. and Machine Learning - Dice Insights [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- Amazon Wants to Teach You Machine Learning Through Music? - Dice Insights [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- NFL Looks to Cloud and Machine Learning to Improve Player Safety - Which-50 [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- Machine Learning Answers: If Nvidia Stock Drops 10% A Week, Whats The Chance Itll Recoup Its Losses In A Month? - Forbes [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- The NFL And Amazon Want To Transform Player Health Through Machine Learning - Forbes [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- Managing Big Data in Real-Time with AI and Machine Learning - Database Trends and Applications [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- 10 Machine Learning Techniques and their Definitions - AiThority [Last Updated On: December 9th, 2019] [Originally Added On: December 9th, 2019]
- This AI Agent Uses Reinforcement Learning To Self-Drive In A Video Game - Analytics India Magazine [Last Updated On: December 31st, 2019] [Originally Added On: December 31st, 2019]
- Machine learning to grow innovation as smart personal device market peaks - IT Brief New Zealand [Last Updated On: December 31st, 2019] [Originally Added On: December 31st, 2019]
- Can machine learning take over the role of investors? - TechHQ [Last Updated On: December 31st, 2019] [Originally Added On: December 31st, 2019]
- The impact of ML and AI in security testing - JAXenter [Last Updated On: December 31st, 2019] [Originally Added On: December 31st, 2019]
- Are We Overly Infatuated With Deep Learning? - Forbes [Last Updated On: December 31st, 2019] [Originally Added On: December 31st, 2019]
- Will Artificial Intelligence Be Humankinds Messiah or Overlord, Is It Truly Needed in Our Civilization - Science Times [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- Get ready for the emergence of AI-as-a-Service - The Next Web [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- Clean data, AI advances, and provider/payer collaboration will be key in 2020 - Healthcare IT News [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- An Open Source Alternative to AWS SageMaker - Datanami [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- How Machine Learning Will Lead to Better Maps - Popular Mechanics [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- Federated machine learning is coming - here's the questions we should be asking - Diginomica [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- Iguazio pulls in $24m from investors, shows off storage-integrated parallelised, real-time AI/machine learning workflows - Blocks and Files [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- New York Institute of Finance and Google Cloud launch a Machine Learning for Trading Specialisation on Coursera - HedgeWeek [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- Short- and long-term impacts of machine learning on contact centres - Which-50 [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- Iguazio Deployed by Payoneer to Prevent Fraud with Real-time Machine Learning - Yahoo Finance [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- Regulators Begin to Accept Machine Learning to Improve AML, But There Are Major Issues - PaymentsJournal [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- What Is Machine Learning? | How It Works, Techniques ... [Last Updated On: January 27th, 2020] [Originally Added On: January 27th, 2020]
- Global Deep Learning Market 2020-2024 | Growing Application of Deep Learning to Boost Market Growth | Technavio - Business Wire [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- The Human-Powered Companies That Make AI Work - Forbes [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- UB receives $800,000 NSF/Amazon grant to improve AI fairness in foster care - UB Now: News and views for UB faculty and staff - University at Buffalo... [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- Euro machine learning startup plans NYC rental platform, the punch list goes digital & other proptech news - The Real Deal [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- New Project at Jefferson Lab Aims to Use Machine Learning to Improve Up-Time of Particle Accelerators - HPCwire [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- This tech firm used AI & machine learning to predict Coronavirus outbreak; warned people about danger zones - Economic Times [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- Reinforcement Learning: An Introduction to the Technology - Yahoo Finance [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- Reinforcement Learning (RL) Market Report & Framework, 2020: An Introduction to the Technology - Yahoo Finance [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- Top Machine Learning Services in the Cloud - Datamation [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- In Coronavirus Response, AI is Becoming a Useful Tool in a Global Outbreak - Machine Learning Times - machine learning & data science news - The... [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- Combating the coronavirus with Twitter, data mining, and machine learning - TechRepublic [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- Speechmatics and Soho2 apply machine learning to analyse voice data - Finextra [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- REPLY: European Central Bank Explores the Possibilities of Machine Learning With a Coding Marathon Organised by Reply - Business Wire [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- What is Machine Learning? A definition - Expert System [Last Updated On: February 4th, 2020] [Originally Added On: February 4th, 2020]
- How to Train Your AI Soldier Robots (and the Humans Who Command Them) - War on the Rocks [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- Google Teaches AI To Play The Game Of Chip Design - The Next Platform [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- Would you tell your innermost secrets to Alexa? How AI therapists could save you time and money on mental health care - MarketWatch [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- Cisco Enhances IoT Platform with 5G Readiness and Machine Learning - The Fast Mode [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- Buzzwords ahoy as Microsoft tears the wraps off machine-learning enhancements, new application for Dynamics 365 - The Register [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- Inspur Re-Elected as Member of SPEC OSSC and Chair of SPEC Machine Learning - HPCwire [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- How to Pick a Winning March Madness Bracket - Machine Learning Times - machine learning & data science news - The Predictive Analytics Times [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- Syniverse and RealNetworks Collaboration Brings Kontxt-Based Machine Learning Analytics to Block Spam and Phishing Text Messages - MarTech Series [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- Grok combines Machine Learning and the Human Brain to build smarter AIOps - Diginomica [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- Machine Learning: Real-life applications and it's significance in Data Science - Techstory [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- Why 2020 will be the Year of Automated Machine Learning - Gigabit Magazine - Technology News, Magazine and Website [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- What is machine learning? Everything you need to know | ZDNet [Last Updated On: February 22nd, 2020] [Originally Added On: February 22nd, 2020]
- AI Is Top Game-Changing Technology In Healthcare Industry - Forbes [Last Updated On: February 23rd, 2020] [Originally Added On: February 23rd, 2020]
- Removing the robot factor from AI - Gigabit Magazine - Technology News, Magazine and Website [Last Updated On: February 23rd, 2020] [Originally Added On: February 23rd, 2020]
- This AI Researcher Thinks We Have It All Wrong - Forbes [Last Updated On: February 23rd, 2020] [Originally Added On: February 23rd, 2020]
- TMR Projects Strong Growth for Property Management Software Market, AI and Machine Learning to Boost Valuation to ~US$ 2 Bn by 2027 - PRNewswire [Last Updated On: February 29th, 2020] [Originally Added On: February 29th, 2020]
- Global Machine Learning as a Service Market, Trends, Analysis, Opportunities, Share and Forecast 2019-2027 - NJ MMA News [Last Updated On: February 29th, 2020] [Originally Added On: February 29th, 2020]
- Forget Chessthe Real Challenge Is Teaching AI to Play D&D - WIRED [Last Updated On: February 29th, 2020] [Originally Added On: February 29th, 2020]
- Workday, Machine Learning, and the Future of Enterprise Applications - Cloud Wars [Last Updated On: February 29th, 2020] [Originally Added On: February 29th, 2020]
- The Global Deep Learning Chipset Market size is expected to reach $24.5 billion by 2025, rising at a market growth of 37% CAGR during the forecast... [Last Updated On: March 22nd, 2020] [Originally Added On: March 22nd, 2020]
- The Power of AI in 'Next Best Actions' - CMSWire [Last Updated On: March 22nd, 2020] [Originally Added On: March 22nd, 2020]
- Proof in the power of data - PES Media [Last Updated On: March 22nd, 2020] [Originally Added On: March 22nd, 2020]
- FYI: You can trick image-recog AI into, say, mixing up cats and dogs by abusing scaling code to poison training data - The Register [Last Updated On: March 22nd, 2020] [Originally Added On: March 22nd, 2020]
- Keeping Machine Learning Algorithms Humble and Honest in the Ethics-First Era - Datamation [Last Updated On: March 22nd, 2020] [Originally Added On: March 22nd, 2020]
- Emerging Trend of Machine Learning in Retail Market 2019 by Company, Regions, Type and Application, Forecast to 2024 - Bandera County Courier [Last Updated On: March 22nd, 2020] [Originally Added On: March 22nd, 2020]
- With launch of COVID-19 data hub, the White House issues a call to action for AI researchers - TechCrunch [Last Updated On: March 22nd, 2020] [Originally Added On: March 22nd, 2020]
- Are machine-learning-based automation tools good enough for storage management and other areas of IT? Let us know - The Register [Last Updated On: March 22nd, 2020] [Originally Added On: March 22nd, 2020]
- Why AI might be the most effective weapon we have to fight COVID-19 - The Next Web [Last Updated On: March 22nd, 2020] [Originally Added On: March 22nd, 2020]
- AI Is Changing Work and Leaders Need to Adapt - Harvard Business Review [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- Deep Learning to Be Key Driver for Expansion and Adoption of AI in Asia-Pacific, Says GlobalData - MarTech Series [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- With Launch of COVID-19 Data Hub, The White House Issues A 'Call To Action' For AI Researchers - Machine Learning Times - machine learning & data... [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- What are the top AI platforms? - Gigabit Magazine - Technology News, Magazine and Website [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- Data to the Rescue! Predicting and Preventing Accidents at Sea - JAXenter [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- Deep Learning: What You Need To Know - Forbes [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- Neural networks facilitate optimization in the search for new materials - MIT News [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- PSD2: How machine learning reduces friction and satisfies SCA - The Paypers [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- Google is using AI to design chips that will accelerate AI - MIT Technology Review [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- What Researches says on Machine learning with COVID-19 - Techiexpert.com - TechiExpert.com [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]
- Self-driving truck boss: 'Supervised machine learning doesnt live up to the hype. It isnt C-3PO, its sophisticated pattern matching' - The Register [Last Updated On: March 29th, 2020] [Originally Added On: March 29th, 2020]