Financial Leaders Investing in Analytics, AI and Machine Learning … – CPAPracticeAdvisor.com
A new survey shows that continued inflation and economic disruptions are the top concerns for more than half of organizations in 2023. Despite this, most organizations expect their revenues to either increase or stay the same this year. As a result, three quarters of organizations plan to resume business travel in 2023 and half of organizations surveyed plan to invest in analytic technologies that can help navigate uncertain economic conditions.
The Enterprise Financial Decision-Makers Outlook April 2023 semi-annual survey was published by OneStream Software, a leader in corporate performance management (CPM) solutions for the worlds leading enterprises. Conducted by Hanover Research, the survey targeted finance leaders across North America to identify trends and investment priorities in response to economic challenges and other forces in the upcoming year.
When asked about current business drivers and plans for 2023, financial leaders are focused on the following factors:
COVID is still prevalent, but the business impact is shrinking
As the world returns to some type of normal following the pandemic, organizations are planning to reintroduce business travel but are still wary of supply chains. More than half of financial leaders expect COVID-related supply chain disruptions to continue into 2024 (54%) or beyond, down 18% from the Spring 2022survey.Business travel is poised for a comeback this year as 75% of organizations plan to resume this practice in 2023. In the Spring 2022 survey, most organizations (80%) had planned to resume business travel, but the study shows very few have actually implemented the plan (10%), citing the costs of flights, hotel, food and the lack of necessity.
Analytic technology is gaining focus to help navigate uncertainty
Trends in the survey foreshadow an increased usage of analytic technology that improves productivity and supports more agile decision-making across the enterprise. Cloud-based planning and reporting solutions remain the most used data analysis tool (91%), however, most organizations also use predictive analytics (85%), business intelligence (84%) and ML/AI (75%) tools at least intermittently. About half of organizations are planning to invest more in each of these tools this year, compared to 2022.
Adoption momentum for these tools started during the pandemic with no sign of slowing down. According to theSpring 2021survey, organizations said that in comparison to pre-pandemic they were increasing investments in artificial intelligence (59%), predictive analytics (58%), cloud-based planning and reporting solutions (57%) and machine learning (54%).
Organizations are realizing the value of AI
According to the survey, two-thirds of organizations (68%) have adopted an automated machine learning (AutoML) solution to supplement some of their workforce needs, a significant uptick when compared toSpring 2022(56%). In theFall 2022survey, 48% of respondents planned to investigate an AutoML solution in the future, which suggests respondents stayed true to their word and dove in on the technology in the last six months.
Finance leaders see opportunities for improvement in many areas with the help of AI/ML technologies, including ChatGPT. The tasks and processes they believe these technologies will be most useful for include financial reporting, financial planning & analysis, sales/revenue forecasting, sales & marketing and customer service.
Along with investing in new technology, almost all organizations (91%) are investing or planning to invest in new solutions that specifically support finance functions. The most common solutions are cloud-based applications (52%), AI/ML (43%), advanced predictive analytics (42%) and budgeting/planning systems (42%).
The current economic headwinds have finance leaders acutely aware of their investment decisions and weighing the benefits vs. the costs, said Bill Koefoed, Chief Financial Officer, OneStream. With revenue growth through economic uncertainty in mind, financial leaders are looking to invest in solutions that can support more agile decision-making, while delivering a fast return on investment. AutoAI and other AI innovations coming to light in the last couple of years have the potential to improve the speed and accuracy of forecasting and support more informed, confident decision making. OneStream is a proud innovator in this space and partners with organizations around the globe to help them navigate these challenging times.
Read more here:
Financial Leaders Investing in Analytics, AI and Machine Learning ... - CPAPracticeAdvisor.com
- Machine learning can help blood tests have a separate normal for each patient - The Hindu - January 1st, 2025 [January 1st, 2025]
- Artificial Intelligence and Machine Learning Programs Introduced this Spring - The Flash Today - January 1st, 2025 [January 1st, 2025]
- Virtual reality-assisted prediction of adult ADHD based on eye tracking, EEG, actigraphy and behavioral indices: a machine learning analysis of... - January 1st, 2025 [January 1st, 2025]
- Open source machine learning systems are highly vulnerable to security threats - TechRadar - December 22nd, 2024 [December 22nd, 2024]
- After the PS5 Pro's less dramatic changes, PlayStation architect Mark Cerny says the next-gen will focus more on CPUs, memory, and machine-learning -... - December 22nd, 2024 [December 22nd, 2024]
- Accelerating LLM Inference on NVIDIA GPUs with ReDrafter - Apple Machine Learning Research - December 22nd, 2024 [December 22nd, 2024]
- Machine learning for the prediction of mortality in patients with sepsis-associated acute kidney injury: a systematic review and meta-analysis - BMC... - December 22nd, 2024 [December 22nd, 2024]
- Machine learning uncovers three osteosarcoma subtypes for targeted treatment - Medical Xpress - December 22nd, 2024 [December 22nd, 2024]
- From Miniatures to Machine Learning: Crafting the VFX of Alien: Romulus - Animation World Network - December 22nd, 2024 [December 22nd, 2024]
- Identification of hub genes, diagnostic model, and immune infiltration in preeclampsia by integrated bioinformatics analysis and machine learning -... - December 22nd, 2024 [December 22nd, 2024]
- This AI Paper from Microsoft and Novartis Introduces Chimera: A Machine Learning Framework for Accurate and Scalable Retrosynthesis Prediction -... - December 18th, 2024 [December 18th, 2024]
- Benefits and Challenges of Integrating AI and Machine Learning into EHR Systems - Healthcare IT Today - December 18th, 2024 [December 18th, 2024]
- The History Of AI: How Machine Learning's Evolution Is Reshaping Everything Around Us - SlashGear - December 18th, 2024 [December 18th, 2024]
- AI and Machine Learning to Enhance Pension Plan Governance and the Investor Experience: New CFA Institute Research - Fintech Finance - December 18th, 2024 [December 18th, 2024]
- Address Common Machine Learning Challenges With Managed MLflow - The New Stack - December 18th, 2024 [December 18th, 2024]
- Machine Learning Used To Classify Fossils Of Extinct Pollen - Offworld Astrobiology Applications? - Astrobiology News - December 18th, 2024 [December 18th, 2024]
- Machine learning model predicts CDK4/6 inhibitor effectiveness in metastatic breast cancer - News-Medical.Net - December 18th, 2024 [December 18th, 2024]
- New Lockheed Martin Subsidiary to Offer Machine Learning Tools to Defense Customers - ExecutiveBiz - December 18th, 2024 [December 18th, 2024]
- How Powerful Will AI and Machine Learning Become? - International Policy Digest - December 18th, 2024 [December 18th, 2024]
- ChatGPT-Assisted Machine Learning for Chronic Disease Classification and Prediction: A Developmental and Validation Study - Cureus - December 18th, 2024 [December 18th, 2024]
- Blood Tests Are Far From Perfect But Machine Learning Could Change That - Inverse - December 18th, 2024 [December 18th, 2024]
- Amazons AGI boss: You dont need a PhD in machine learning to build with AI anymore - Fortune - December 18th, 2024 [December 18th, 2024]
- From Novice to Pro: A Roadmap for Your Machine Learning Career - KDnuggets - December 10th, 2024 [December 10th, 2024]
- Dimension nabs $500M second fund for 'still contrary' intersection of bio and machine learning - Endpoints News - December 10th, 2024 [December 10th, 2024]
- Using Machine Learning to Make A Really Big Detailed Simulation - Astrobites - December 10th, 2024 [December 10th, 2024]
- Driving Business Growth with GreenTomatos Data and Machine Learning Strategy on Generative AI - AWS Blog - December 10th, 2024 [December 10th, 2024]
- Unlocking the power of data analytics and machine learning to drive business performance - WTW - December 10th, 2024 [December 10th, 2024]
- AI and the Ethics of Machine Learning | by Abwahabanjum | Dec, 2024 - Medium - December 10th, 2024 [December 10th, 2024]
- Differentiating Cystic Lesions in the Sellar Region of the Brain Using Artificial Intelligence and Machine Learning for Early Diagnosis: A Prospective... - December 10th, 2024 [December 10th, 2024]
- New Amazon SageMaker AI Innovations Reimagine How Customers Build and Scale Generative AI and Machine Learning Models - Amazon Press Release - December 10th, 2024 [December 10th, 2024]
- What is Machine Learning? 18 Crucial Concepts in AI, ML, and LLMs - Netguru - December 5th, 2024 [December 5th, 2024]
- Machine learning-based prediction of antibiotic resistance in Mycobacterium tuberculosis clinical isolates from Uganda - BMC Infectious Diseases - December 5th, 2024 [December 5th, 2024]
- Interdisciplinary Team Needed to Apply Machine Learning in Epilepsy Surgery: Lara Jehi, MD, MHCDS - Neurology Live - December 5th, 2024 [December 5th, 2024]
- A multimodal machine learning model for the stratification of breast cancer risk - Nature.com - December 5th, 2024 [December 5th, 2024]
- Machine learning based intrusion detection framework for detecting security attacks in internet of things - Nature.com - December 5th, 2024 [December 5th, 2024]
- Machine learning evaluation of a hypertension screening program in a university workforce over five years - Nature.com - December 5th, 2024 [December 5th, 2024]
- Vaultree Introduces VENum Stack: Combining the Power of Machine Learning and Encrypted Data Processing for Secure Innovation - PR Newswire - December 5th, 2024 [December 5th, 2024]
- Direct simulation and machine learning structure identification unravel soft martensitic transformation and twinning dynamics - pnas.org - December 5th, 2024 [December 5th, 2024]
- AI and Machine Learning - Maryland to use AI technology to manage traffic flow - SmartCitiesWorld - December 5th, 2024 [December 5th, 2024]
- Researchers make machine learning breakthrough in lithium-ion tech here's how it could make aging batteries safer - Yahoo! Voices - December 5th, 2024 [December 5th, 2024]
- Integrating IoT and machine learning: Benefits and use cases - TechTarget - December 5th, 2024 [December 5th, 2024]
- Landsat asks industry for artificial intelligence (AI) and machine learning for satellite operations - Military & Aerospace Electronics - December 5th, 2024 [December 5th, 2024]
- Machine learning optimized efficient graphene-based ultra-broadband solar absorber for solar thermal applications - Nature.com - December 5th, 2024 [December 5th, 2024]
- Polymathic AI Releases The Well: 15TB of Machine Learning Datasets Containing Numerical Simulations of a Wide Variety of Spatiotemporal Physical... - December 5th, 2024 [December 5th, 2024]
- Prediction of preterm birth using machine learning: a comprehensive analysis based on large-scale preschool children survey data in Shenzhen of China... - December 5th, 2024 [December 5th, 2024]
- Application of machine learning algorithms to identify serological predictors of COVID-19 severity and outcomes - Nature.com - November 30th, 2024 [November 30th, 2024]
- Predicting the time to get back to work using statistical models and machine learning approaches - BMC Medical Research Methodology - November 30th, 2024 [November 30th, 2024]
- AI and Machine Learning - US releases recommendations for use of AI in critical infrastructure - SmartCitiesWorld - November 30th, 2024 [November 30th, 2024]
- Machine learning-based diagnostic model for stroke in non-neurological intensive care unit patients with acute neurological manifestations -... - November 28th, 2024 [November 28th, 2024]
- Analysis of four long non-coding RNAs for hepatocellular carcinoma screening and prognosis by the aid of machine learning techniques - Nature.com - November 28th, 2024 [November 28th, 2024]
- Evaluation and prediction of the physical properties and quality of Jatob-do-Cerrado seeds processed and stored in different conditions using machine... - November 28th, 2024 [November 28th, 2024]
- Researchers use fitness tracker data and machine learning to detect bipolar disorder mood swings - Medical Xpress - November 28th, 2024 [November 28th, 2024]
- Advances in AI and Machine Learning for Nuclear Applications - Frontiers - November 28th, 2024 [November 28th, 2024]
- Researchers make machine learning breakthrough in lithium-ion tech here's how it could make aging batteries safer - The Cool Down - November 28th, 2024 [November 28th, 2024]
- Svitla Systems Publishes Results of the Study on Machine Learning's Role in Credit Scoring - Newsfile - November 28th, 2024 [November 28th, 2024]
- Predicting poor performance on cognitive tests among older adults using wearable device data and machine learning: a feasibility study - Nature.com - November 28th, 2024 [November 28th, 2024]
- Quantum Machine Learning: Bridging the Future of AI and Quantum Computing - TechBullion - November 28th, 2024 [November 28th, 2024]
- AI and machine learning trends in healthcare - Healthcare Leader - November 28th, 2024 [November 28th, 2024]
- Identification of biomarkers for the diagnosis in colorectal polyps and metabolic dysfunction-associated steatohepatitis (MASH) by bioinformatics... - November 28th, 2024 [November 28th, 2024]
- Revolutionizing Business Systems with Machine Learning: Practical Innovations for the Modern Era - TechBullion - November 28th, 2024 [November 28th, 2024]
- Can AI improve plant-based meats? Using mechanical testing and machine learning to mimic the sensory experience - Phys.org - November 16th, 2024 [November 16th, 2024]
- Machine Learning Reveals Impact of Microbial Load on Gut Health and Disease - Genetic Engineering & Biotechnology News - November 16th, 2024 [November 16th, 2024]
- Machine learning for predicting in-hospital mortality in elderly patients with heart failure combined with hypertension: a multicenter retrospective... - November 16th, 2024 [November 16th, 2024]
- Apple Researchers Propose Cut Cross-Entropy (CCE): A Machine Learning Method that Computes the Cross-Entropy Loss without Materializing the Logits for... - November 16th, 2024 [November 16th, 2024]
- Exploring electron-beam induced modifications of materials with machine-learning assisted high temporal resolution electron microscopy - Nature.com - November 16th, 2024 [November 16th, 2024]
- Facilitated the discovery of new / Co-based superalloys by combining first-principles and machine learning - Nature.com - November 16th, 2024 [November 16th, 2024]
- Thwarting Phishing Attacks with Predictive Analytics and Machine Learning in 2024 - Petri.com - November 16th, 2024 [November 16th, 2024]
- Optoelectronic performance prediction of HgCdTe homojunction photodetector in long wave infrared spectral region using traditional simulations and... - November 16th, 2024 [November 16th, 2024]
- A new approach for sex prediction by evaluating mandibular arch and canine dimensions with machine-learning classifiers and intraoral scanners (a... - November 16th, 2024 [November 16th, 2024]
- AI and Machine Learning - Google and National League of Cities develop AI toolkit - SmartCitiesWorld - November 16th, 2024 [November 16th, 2024]
- Machine learning for the physics of climate - Nature.com - November 14th, 2024 [November 14th, 2024]
- Red Hat acquires tech to lower the cost of machine learning - ComputerWeekly.com - November 14th, 2024 [November 14th, 2024]
- SUU Professor Receives Grant to Develop Machine Learning Certificate - Southern Utah University - November 14th, 2024 [November 14th, 2024]
- Research on the timing for subsequent water flooding in Alkali-Surfactant-Polymer flooding in Daqing Oilfield based on automated machine learning -... - November 14th, 2024 [November 14th, 2024]
- SNPs and blood inflammatory marker featured machine learning for predicting the efficacy of fluorouracil-based chemotherapy in colorectal cancer -... - November 14th, 2024 [November 14th, 2024]
- Speech production under stress for machine learning: multimodal dataset of 79 cases and 8 signals - Nature.com - November 14th, 2024 [November 14th, 2024]
- Xbox Series X Machine Learning Hardware Has Some Use Cases, But Microsoft Never Showed Interest in Doing Anything With It - Wccftech - November 14th, 2024 [November 14th, 2024]
- Get An Introduction to Optimization: With Applications to Machine Learning, 5th Edition for FREE and save $106! - BetaNews - November 14th, 2024 [November 14th, 2024]
- New Study Uses fMRI and Machine Learning to Explore Brain Function - AZoRobotics - November 14th, 2024 [November 14th, 2024]
- Introduction to Machine Learning (ML) | by Venkat | Nov, 2024 - Medium - November 14th, 2024 [November 14th, 2024]