CIO Business Intelligence

DECEMBER 12, 2024

As businesses race toward digital transformation, Gartner has forecasted a game-changing shift in customer service strategies for Fortune 500 companies. While intended to reduce customer effort, poorly implemented systems risk alienating users, particularly if security or functionality gaps emerge.

Risk 123

Risk Interactive Measurement Digital Transformation 123

DataRobot Blog

DECEMBER 6, 2022

Taking a Multi-Tiered Approach to Model Risk Management. Understand why organizations need a three-pronged approach to mitigating risk among multiple dimensions of the AI lifecycle and what model risk management means to today’s AI-driven companies. Forecast Time Series at Scale with Google BigQuery and DataRobot.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

datapine

MAY 2, 2023

However, if you underestimate how many vehicles a particular route or delivery will require, then you run the risk of giving customers a late shipment, which negatively affects your client relationships and brand image. Where is all of that data going to come from? This is a testament to the brand-boosting power of big data in logistics.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

Smart Data Collective

JULY 28, 2022

The evidence demonstrating the effectiveness of predictive analytics for forecasting prices of these securities has been relatively mixed. Many experts are using predictive analytics technology to forecast the future value of bitcoin. The good news is that predictive analytics technology can reduce risk exposure for these investors.

Predictive Analytics 142

Predictive Analytics Analytics Forecasting Machine Learning 142

CIO Business Intelligence

FEBRUARY 10, 2023

With the help of sophisticated predictive analytics tools and models, any organization can now use past and current data to reliably forecast trends and behaviors milliseconds, days, or years into the future. Energy: Forecast long-term price and demand ratios. Financial services: Develop credit risk models.

Predictive Analytics 145

Predictive Analytics Analytics Predictive Modeling Forecasting 145

O'Reilly on Data

JULY 28, 2020

This isn’t always simple, since it doesn’t just take into account technical risk; it also has to account for social risk and reputational damage. One mid-sized digital media company we interviewed reported that their Marketing, Advertising, Strategy, and Product teams once wanted to build an AI-driven user traffic forecast tool.

Marketing 363

Marketing Experimentation Metrics Testing 363

CIO Business Intelligence

JANUARY 19, 2024

More than 120 ‘flavors’ to handle When your company is dealing with today’s volatile market, a variety of products, and a supply chain covering 120+ countries – each with its own rules and processes – demand planning, including forecasting, can get a bit gut-wrenching. Such was the case with Danone.

Forecasting 122

Forecasting IT Digital Transformation Machine Learning 122

Smart Data Collective

JULY 31, 2022

Traders will have to use it to manage their risks by making more informed decisions. Compared to the Spring Forecast, Russia’s action against Ukraine continues to harm the EU economy, causing weaker growth and greater inflation. in 2023, according to the Summer 2022 (interim) Economic Forecast. in 2022 and 1.5%

Predictive Analytics 141

Predictive Analytics Analytics Uncertainty Forecasting 141

Smart Data Collective

MARCH 2, 2023

Predictive analytics technology can help companies forecast demand One of the biggest challenges businesses face in any economy is predicting demand for their products or services. More advanced predictive analytics tools consider economic conditions when forecasting customer purchasing patterns.

Big Data 93

Big Data Uncertainty Risk Data mining 93

CIO Business Intelligence

APRIL 5, 2022

Enterprises face multiple risks throughout their supply chains, Deloitte says, including shortened product life cycles and rapidly changing consumer preferences; increasing volatility and availability of resources; heightened regulatory enforcement and noncompliance penalties; and shifting economic landscapes with significant supplier consolidation.

Analytics 145

Analytics Cost-Benefit Forecasting Manufacturing 145

O'Reilly on Data

FEBRUARY 11, 2019

Recent improvements in tools and technologies has meant that techniques like deep learning are now being used to solve common problems, including forecasting, text mining and language understanding, and personalization. Forecasting Financial Time Series with Deep Learning on Azure”. Manage the Risks of ML - In Practice”.

Big Data 211

Big Data Technology Machine Learning Deep Learning 211

CIO Business Intelligence

OCTOBER 9, 2024

Given supply chain complexities involving workforce capacity, demand forecasting, supply and transportation planning, and inventory and maintenance management, Petrobras was compromised by siloed and disparate data, information gaps, and broken end-to-end (E2E) processes. That hasn’t always been easy.

Forecasting 123

Forecasting Risk Consulting Optimization 123

CIO Business Intelligence

NOVEMBER 26, 2024

By integrating real-time data into traditional forecasting models, AI improves the accuracy of predictions related to revenue, expenses, and cash flow. These simulations cover various macroeconomic factors, industry-specific trends, and geopolitical events, allowing institutions to test their resilience against numerous risks.

Forecasting 111

Forecasting Risk Reporting Marketing 111

CIO Business Intelligence

APRIL 29, 2024

As organizations roll out AI applications and AI-enabled smartphones and devices, IT leaders may need to sell the benefits to employees or risk those investments falling short of business expectations. CIOs and CTOs must also set the rules of the road for using AI and navigate or mitigate potential risk and ethics issues, he says.

Forecasting 135

Forecasting Experimentation Risk Consulting 135

CIO Business Intelligence

MAY 28, 2024

For CISOs to succeed in this unprecedented security landscape, they must balance these threats with new approaches by performing continuous risk assessments, protecting digital assets, and managing the rapid pace of innovation in security technologies.

Strategy 131

Strategy IoT Risk Forecasting 131

Smart Data Collective

OCTOBER 8, 2020

Big data plays a role in shifting the risk-reward calculus in the favor of venture capitalists. Venture capital is a high risk, high reward game. Challenges behind signal data acquisition and forecasting with alternative data. Sure, venture capital is unlikely to lose the human element in the selection process.

Big Data 137

Big Data Machine Learning Forecasting Data-driven 137

Cloudera

AUGUST 3, 2021

Accurate demand forecasting can’t rely upon last year’s data based upon dated consumer preferences, lifestyle and demand patterns that just don’t exist today – the world has changed. Advanced analytics empower risk reduction . Digital Transformation is not without Risk.

Analytics 111

Analytics Digital Transformation Forecasting Risk 111

David Menninger's Analyst Perspectives

NOVEMBER 7, 2024

AI is also making it easier for executives and managers to rapidly forecast, plan and analyze to promote deeper situational awareness and facilitate better-informed decision-making. It is stocked with data gathered from multiple authoritative sources and available for immediate analysis, forecasting, planning and reporting.

Forecasting 130

Forecasting Machine Learning Finance Software 130

CIO Business Intelligence

OCTOBER 16, 2023

Predictive AI uses advanced algorithms based on historical data patterns and existing information to forecast outcomes to predict customer preferences and market trends — providing valuable insights for decision-making. However, there is one form of AI that will allow businesses to see almost an immediate value: Predictive AI.

Forecasting 137

Forecasting Machine Learning Software Data-driven 137

CIO Business Intelligence

DECEMBER 18, 2024

Financial institutions have an unprecedented opportunity to leverage AI/GenAI to expand services, drive massive productivity gains, mitigate risks, and reduce costs. GenAI is also helping to improve risk assessment via predictive analytics.

Forecasting 69

Forecasting Predictive Analytics Risk Finance 69

IBM Big Data Hub

MARCH 25, 2024

For other financial services firms outside of the insurance sector, property accepted as loan security might face climate-related risks as well. Longer-term local climate change risks might still devalue property that hasn’t suffered damage. As a result, their market would shrink.

Insurance 85

Insurance Forecasting Risk Risk Management 85

O'Reilly on Data

NOVEMBER 28, 2023

Unexpected outcomes, security, safety, fairness and bias, and privacy are the biggest risks for which adopters are testing. We’re not encouraging skepticism or fear, but companies should start AI products with a clear understanding of the risks, especially those risks that are specific to AI.

Enterprise 277

Enterprise Modeling Testing Reporting 277

The Data Visualisation Catalogue

OCTOBER 18, 2024

A Fan Chart is a visualisation tool used in time series analysis to display forecasts and associated uncertainties. Also, as the forecast extends further into the future, uncertainty grows, causing the shaded areas to widen and give this chart its distinctive ‘fan’ appearance.

Snapshot 83

Snapshot Uncertainty Forecasting Risk 83

Smart Data Collective

SEPTEMBER 28, 2021

Moreover, with the help of an AI development company , businesses can avoid unforeseen downtime, increase operational productivity, develop new services and products, and boost risk control. l Improved Risk Management. Benefits of AI and IoT in Businesses. AI and IoT, when combined, are incredibly powerful technological forces.

IoT 140

IoT Internet of Things Cost-Benefit Consulting 140

CIO Business Intelligence

MAY 6, 2024

Here is a closer look at recent and forecasted developments in the cloud market that CIOs should be aware of. While these Workload Commitments do not always garner the highest tier of credits/incentives, it provides customers with a simpler consumption approach that avoids much of the risk of underutilization.

Marketing 131

Marketing Strategy IT Data Processing 131

Smart Data Collective

SEPTEMBER 13, 2021

This type of big data is used to forecast and for making the right decisions. Investors cannot use it for long-term forecasting and strategizing. However, value investors cannot use broad data to make risk-free decisions since it is not specific enough. That is why investors can forecast long-term trends using big data.

Big Data 121

Big Data Forecasting Cost-Benefit Machine Learning 121

CIO Business Intelligence

SEPTEMBER 10, 2024

As a result, software supply chains and vendor risk management are becoming ever more vital (and frequent) conversations in the C-suite today, as companies seek to reduce their exposure to outages and the business continuity issues of key vendors their businesses depend on. “We CIOs who expect this protection out of the box are at risk.

Risk Management 130

Risk Management Risk Enterprise Insurance 130

CIO Business Intelligence

DECEMBER 14, 2023

Additionally, generative AI can help with demand forecasting by using historical data to predict demand fluctuations and improve inventory management. Risk management Manufacturing operations are inherently prone to risks and disruptions, such as cyber vulnerabilities, operational safety, and others.

Manufacturing 143

Manufacturing Cost-Benefit Unstructured Data Optimization 143

CIO Business Intelligence

APRIL 4, 2024

To keep up, Redmond formed a steering committee to identify opportunities based on business objectives, and whittled a long list of prospective projects down to about a dozen that range from inventory and supply chain management to sales forecasting. “We Our biggest risk is if our employees don’t use AI as much as they could.”

Enterprise 134

Enterprise Cost-Benefit Forecasting Sales 134

CIO Business Intelligence

DECEMBER 7, 2023

A nation known for innovative efficiency was a failure in one key area It goes without saying that the faster and more effectively disasters can be forecasted, detected, and responded to, the better the chance of minimizing damage and saving lives. And the key to success is having data that can be analyzed for actionable insights.

IoT 108

IoT Internet of Things Forecasting Digital Transformation 108

datapine

JUNE 15, 2023

By being able to make informed decisions, you’ll ensure your goals are being met with less financial risk, thanks to smart resource allocation. This time, including valuable forecasts for costs and income. Each of these KPIs is tracked in its actual value, its forecast value, and the absolute difference in number and percentage.

Reporting 207

Reporting Dashboards Cost-Benefit Sales 207

CIO Business Intelligence

NOVEMBER 8, 2023

This requires knowing the risks involved with the cloud, which include external risks and threats, as well as internal risks and threats that could not only lead to a security compromise or an embarrassing leak but may affect organizations’ overall productivity and efficiency. 8 Complexity. 8 Complexity.

Cost-Benefit 135

Cost-Benefit Risk Digital Transformation Reporting 135

CIO Business Intelligence

NOVEMBER 27, 2024

Recent research shows that 67% of enterprises are using generative AI to create new content and data based on learned patterns; 50% are using predictive AI, which employs machine learning (ML) algorithms to forecast future events; and 45% are using deep learning, a subset of ML that powers both generative and predictive models.

Data Architecture 128

Data Architecture Cost-Benefit Machine Learning Experimentation 128

CIO Business Intelligence

JULY 18, 2022

Organizations that do not invest in the short term will likely fall behind in the medium term and risk not being around in the long term,” warned Lovelock in a statement. We forecast this trend is going to continue over the next couple of years.”. Cloud Computing, Data Center, Technology Industry

IT 144

IT Uncertainty Sales Data-driven 144

CIO Business Intelligence

JUNE 13, 2024

billion by 2027, according to a forecast by IDC , which translates to an annual growth rate of 86.1% Ryan O’Leary: “The big ethical challenges are the risks of misinformation, biases, and potential privacy breaches. As a result, enterprise spending on GenAI solutions is on the rise, predicted to reach $151.1 over the three-year period.

Forecasting 137

Forecasting Risk Finance Machine Learning 137

Smart Data Collective

AUGUST 29, 2022

However, the rapidly changing business environment requires more sophisticated analytical tools in order to quickly make high-quality decisions and build forecasts for the future. While the existent tools cover typical use cases, the next step is to set up a custom forecasting module to perfectly meet your needs and configuration.

Analytics 127

Analytics Predictive Analytics Machine Learning Insurance 127

CIO Business Intelligence

SEPTEMBER 26, 2024

One is the security and compliance risks inherent to GenAI. To make accurate, data-driven decisions, businesses need to feed LLMs with proprietary information, but this risks exposing sensitive data to unauthorized parties. That’s because significant challenges persist in leveraging GenAI’s large language models (LLMs).

Enterprise 130

Enterprise Data-driven Risk Testing 130