CIO Business Intelligence

OCTOBER 15, 2024

Driven by the development community’s desire for more capabilities and controls when deploying applications, DevOps gained momentum in 2011 in the enterprise with a positive outlook from Gartner and in 2015 when the Scaled Agile Framework (SAFe) incorporated DevOps. It may surprise you, but DevOps has been around for nearly two decades.

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

Rocket-Powered Data Science

FEBRUARY 15, 2023

3) How do we get started, when, who will be involved, and what are the targeted benefits, results, outcomes, and consequences (including risks)? encouraging and rewarding) a culture of experimentation across the organization. Encourage and reward a Culture of Experimentation that learns from failure, “ Test, or get fired!

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

AWS Big Data

NOVEMBER 19, 2024

This offering is designed to provide an even more cost-effective solution for running Airflow environments in the cloud. micro characteristics, key benefits, ideal use cases, and how you can set up an Amazon MWAA environment based on this new environment class. micro reflect a balance between functionality and cost-effectiveness.

Metadata 106

Metadata Cost-Benefit Metrics Optimization 106

CIO Business Intelligence

JULY 18, 2024

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. The AI service providers, sometimes dubbed AI hyperscalers, offer GPU-as-a-service, enabling enterprises to purchase GPU power on demand to limit spending.

Cost-Benefit 136

Cost-Benefit Experimentation Consulting Modeling 136

Corinium

JUNE 6, 2019

Lack of clear, unified, and scaled data engineering expertise to enable the power of AI at enterprise scale. For instance, for a variety of reasons, in the short term, CDAOS are challenged with quantifying the benefits of analytics’ investments. Regulations and compliance requirements, especially around pricing, risk selection, etc.,

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

CIO Business Intelligence

MAY 23, 2022

Enterprises moving their artificial intelligence projects into full scale development are discovering escalating costs based on initial infrastructure choices. Many companies whose AI model training infrastructure is not proximal to their data lake incur steeper costs as the data sets grow larger and AI models become more complex.

Experimentation 137

Experimentation Cost-Benefit Data Lake Data Science 137

CIO Business Intelligence

MARCH 5, 2025

Two years of experimentation may have given rise to several valuable use cases for gen AI , but during the same period, IT leaders have also learned that the new, fast-evolving technology isnt something to jump into blindly. Test every vendors knowledge of AI The large enterprise application vendors are not AI companies, Helmer says.

Testing 99

Testing Measurement Technology Experimentation 99

datapine

JANUARY 31, 2022

Because things are changing and becoming more competitive in every sector of business, the benefits of business intelligence and proper use of data analytics are key to outperforming the competition. It will ultimately help them spot new business opportunities, cut costs, or identify inefficient processes that need reengineering.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

CIO Business Intelligence

MARCH 19, 2025

When I joined RGA, there was already a recognition that we could grow the business by building an enterprise data strategy. We were already talking about data as a product with some early building blocks of an enterprise data product program. Enterprise gen AI is where the true value is. Thats a critical piece.

Metrics 64

Metrics Enterprise Cost-Benefit Experimentation 64

CIO Business Intelligence

MAY 21, 2024

Along with code-generating copilots and text-to-image generators, which leverage a combination of LLMs and diffusion processing, LLMs are at the core of most generative AI experimentation in business today. And the benefits of MakeShift’s use of AI are beginning to multiply.

IT 131

IT Cost-Benefit Experimentation Forecasting 131

CIO Business Intelligence

JULY 5, 2024

This is why many enterprises are seeing a lot of energy and excitement around use cases, yet are still struggling to realize ROI. So, to maximize the ROI of gen AI efforts and investments, it’s important to move from ad-hoc experimentation to a more purposeful strategy and systematic approach to implementation.

ROI 124

ROI Experimentation Risk Cost-Benefit 124

CIO Business Intelligence

APRIL 25, 2024

With more than 1 billion users globally, LinkedIn is continuously bumping against the limits of what is technically feasible in the enterprise today. Fits and starts As most CIOs have experienced, embracing emerging technologies comes with its share of experimentation and setbacks. I wouldn’t characterize LLMs as fast.

IT 139

IT Cost-Benefit Experimentation Metrics 139

CIO Business Intelligence

AUGUST 15, 2024

Many of those gen AI projects will fail because of poor data quality, inadequate risk controls, unclear business value , or escalating costs , Gartner predicts. Gen AI projects can cost millions of dollars to implement and incur huge ongoing costs, Gartner notes. For example, a gen AI virtual assistant can cost $5 million to $6.5

ROI 143

ROI Cost-Benefit Experimentation Deep Learning 143

CIO Business Intelligence

OCTOBER 3, 2024

CIOs have been moving workloads from legacy platforms to the cloud for more than a decade but the rush to AI may breathe new life into an old enterprise friend: the mainframe. Many enterprise core data assets in financial services, manufacturing, healthcare, and retail rely on mainframes quite extensively. At least IBM believes so.

Machine Learning 140

Machine Learning Experimentation Insurance Modeling 140

CIO Business Intelligence

MAY 1, 2024

People want to see it be real this year,” says Bola Rotibi, chief of enterprise research at CCS Insight. Pilots can offer value beyond just experimentation, of course. Frequently, that’s because enterprises are underinvesting in training by an order of magnitude.

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

Cloudera

JANUARY 28, 2022

Customers vary widely on the topic of public cloud – what data sources, what use cases are right for public cloud deployments – beyond sandbox, experimentation efforts. Private cloud continues to gain traction with firms realizing the benefits of greater flexibility and dynamic scalability. Cost Management.

Slice and Dice 115

Slice and Dice Cost-Benefit Data Governance Risk 115

CIO Business Intelligence

OCTOBER 3, 2024

As the Generative AI (GenAI) hype continues, we’re seeing an uptick of real-world, enterprise-grade solutions in industries from healthcare and finance, to retail and media. Medium companies Medium-sized companies—501 to 5,000 employees—were characterized by agility and a strong focus on GenAI experimentation.

Cost-Benefit 129

Cost-Benefit Testing Experimentation Risk 129

CIO Business Intelligence

MAY 23, 2022

Because it’s common for enterprise software development to leverage cloud environments, many IT groups assume that this infrastructure approach will succeed as well for AI model training. For many nascent AI projects in the prototyping and experimentation phase, the cloud works just fine.

Cost-Benefit 98

Cost-Benefit Experimentation Data Lake Deep Learning 98

CIO Business Intelligence

OCTOBER 5, 2023

Sandeep Davé knows the value of experimentation as well as anyone. As chief digital and technology officer at CBRE, Davé recognized early that the commercial real estate industry was ripe for AI and machine learning enhancements, and he and his team have tested countless use cases across the enterprise ever since.

Experimentation 130

Experimentation Strategy Machine Learning Interactive 130

CIO Business Intelligence

SEPTEMBER 12, 2024

If the code isn’t appropriately tested and validated, the software in which it’s embedded may be unstable or error-prone, presenting long-term maintenance issues and costs. Provide end-user training on using enterprise-grade applications and platforms with integrated generative AI.

Experimentation 111

Experimentation Risk Cost-Benefit Strategy 111

Cloudera

MAY 31, 2023

There are many benefits to these new services, but they certainly are not a one-size-fits-all solution, and this is most true for commercial enterprises looking to adopt generative AI for their own unique use cases powered by their data. However, these models have no access to enterprise knowledge bases or proprietary data sources.

Enterprise 74

Enterprise Data Processing Machine Learning Experimentation 74

CIO Business Intelligence

JULY 24, 2024

Yet, according to IDC’s March 2024 Future Enterprise Resiliency and Spending Survey, Wave 3 , 60% of organizations consider their digital infrastructure spending poorly aligned with expected business results. Key strategies for exploration: Experimentation: Conduct small-scale experiments. This phase maximizes long-term value.

Technology 98

Technology Experimentation Cost-Benefit Digital Transformation 98

CIO Business Intelligence

JULY 15, 2022

Yet modernization journeys are often bumpy; IT leaders must overcome barriers such as resistance to change, management complexity, high costs, and talent shortages. Ampol had a clear goal: intelligent operations for improved service reliability, increased agility, and reduced cost. Realizing its ambitions with the right partner.

Cost-Benefit 98

Cost-Benefit Digital Transformation Experimentation Visualization 98

CIO Business Intelligence

OCTOBER 21, 2024

Slow progress frustrates teams and discourages future experimentation.” We then lose sight of the business outcomes we need to achieve,” says Ryan Downing, vice president and CIO of enterprise business solutions at Principal Financial Group. IT initiatives are often perceived as cost centers rather than strategic enablers.

IT 137

IT Experimentation Cost-Benefit Consulting 137

CIO Business Intelligence

DECEMBER 19, 2023

Meanwhile, CIOs must still reduce technical debt, modernize applications, and get cloud costs under control. First, enterprises have long struggled to improve customer, employee, and other search experiences. As every CIO can attest, the aggregate demand for IT and data capabilities is straining their IT leadership teams.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

JANUARY 2, 2024

What benefit does AI serve to that department? Bring the whole organization on the AI journey CIOs also see the need to bring everyone along on that AI journey, something that takes a well-articulated narrative about the benefits AI can bring to those who are and will be impacted by the technology. Statistics can be very misleading.

IT 144

IT Cost-Benefit Statistics Consulting 144

CIO Business Intelligence

FEBRUARY 16, 2024

For most organizations, a shift to the cloud brings scalability, access to innovative tools, and the possibility of cost savings. For payroll services company ADP, it has paved the way to becoming a SaaS provider capable of taking on big names in enterprise software. We are so early in the game and doing a lot of experimentation.

Digital Transformation 116

Digital Transformation Experimentation Cost-Benefit Machine Learning 116

CIO Business Intelligence

DECEMBER 29, 2023

“The most pressing responsibilities for CIOs in 2024 will include security, cost containment, and cultivating a data-first mindset.” Building and deploying intelligent automation CIOs will need to operate more efficiently by accelerating the benefits of automation. Our focus is on curating reusable data and AI insights,” she says.

Cost-Benefit 139

Cost-Benefit Digital Transformation Consulting Strategy 139

Domino Data Lab

AUGUST 6, 2021

An enterprise starts by using a framework to formalize its processes and procedures, which gets increasingly difficult as data science programs grow. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management.

Risk Management 64

Risk Management Risk Modeling Enterprise 64

CIO Business Intelligence

JUNE 6, 2023

The implication is that while some businesses are cutting costs and many tech companies are announcing layoffs, forward-looking enterprises are investing and collaborating with startups. Establish a clear, transparent, and efficient process for startups to engage with the large enterprise,” he says.

Key Performance Indicator 105

Key Performance Indicator Cost-Benefit Enterprise Experimentation 105

CIO Business Intelligence

NOVEMBER 21, 2023

As part of those efforts, larger enterprises often staff business relationship managers to play key roles in understanding and translating department technology needs into requirements and business cases. People generally want to comply with policies, but being too stringent and creating too much friction often leads to shadow IT.

IT 137

IT Risk Cost-Benefit Data Science 137

CIO Business Intelligence

OCTOBER 1, 2022

The partners say they will create the future of digital manufacturing by leveraging the industrial internet of things (IIoT), digital twin , data, and AI to bring products to consumers faster and increase customer satisfaction, all while improving productivity and reducing costs. Data and AI as digital fundamentals. The power of people.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

AWS Big Data

FEBRUARY 12, 2024

It makes it fast, simple, and cost-effective to analyze all your data using standard SQL and your existing business intelligence (BI) tools. Gupshup chose Aurora PostgreSQL as the operational reporting layer due to its anticipated increase in concurrency and cost-effectiveness for queries that retrieve only precalculated metrics.

Analytics 113

Analytics Data Warehouse Snapshot Cost-Benefit 113

Cloudera

OCTOBER 4, 2023

We can also increase effectiveness of preventative maintenance — or move to predictive maintenance — of equipment, reducing the cost of downtime without wasting any value from healthy equipment. With this, we can reduce customer churn and overall network operational costs. Kudu has this covered.

Data Warehouse 89

Data Warehouse Experimentation Cost-Benefit Dashboards 89

CIO Business Intelligence

APRIL 18, 2022

Organizations that continued full speed ahead with their digital transformation initiatives during the COVID-19 pandemic are able to ruminate on what went right and what they would have done differently, with the benefit of hindsight. Your organization can both avoid turnover costs and preserve corporate memory.”. It’s a pitfall.”.

Digital Transformation 145

Digital Transformation Dashboards Cost-Benefit Consulting 145

Smart Data Collective

DECEMBER 30, 2020

If you need more than either plan offers, you may call for a quote on the Enterprise plan, which offers a dedicated team to manage certain aspects and vendor portals plus a few other features. They can create recipes and organize them in categories from experimental and sale items. Core $59, Pro $199, and Pro-Plus $359.

Data-driven 99

Data-driven Software Optimization Big Data 99

CIO Business Intelligence

AUGUST 21, 2024

And, yes, enterprises are already deploying them. The previous state-of-the-art sensors cost tens of thousands of dollars, adds Mattmann, who’s now the chief data and AI officer at UCLA. Enterprises also need to think about how they’ll test these systems to ensure they’re performing as intended.

Risk 136

Risk Insurance Cost-Benefit Software 136