O'Reilly on Data

JULY 28, 2020

Without clarity in metrics, it’s impossible to do meaningful experimentation. AI PMs must ensure that experimentation occurs during three phases of the product lifecycle: Phase 1: Concept During the concept phase, it’s important to determine if it’s even possible for an AI product “ intervention ” to move an upstream business metric.

Marketing 364

Marketing Experimentation Metrics Testing 364

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 110

Metadata Cost-Benefit Metrics Optimization 110

datapine

FEBRUARY 4, 2020

Let’s face it: every serious business that wants to generate leads and revenue needs to have a marketing strategy that will help them in their quest for profit. It is utilized to effectively communicate a company’s marketing strategy, including research, promotional tactics, goals and expected outcomes. How To Write A Marketing Report?

Reporting 280

Reporting Marketing Advertising Metrics 280

Corinium

JUNE 6, 2019

For instance, for a variety of reasons, in the short term, CDAOS are challenged with quantifying the benefits of analytics’ investments. Also, design thinking should play a large role in analytics in terms of how it will benefit the organization and exactly how people will react to and adopt the resulting insights.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

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. By understanding their options and leveraging GPU-as-a-service, CIOs can optimize genAI hardware costs and maintain processing power for innovation.”

Cost-Benefit 136

Cost-Benefit Experimentation Consulting Modeling 136

CIO Business Intelligence

JULY 5, 2024

So many vendors, applications, and use cases, and so little time, and it permeates everything from business strategy and processes, to products and services. 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

MARCH 19, 2025

CIOs have the daunting task of educating it on the various flavors of this capability, and steering them to the most beneficial investments and strategies. When I joined RGA, there was already a recognition that we could grow the business by building an enterprise data strategy. When the board says, AI! Thats a critical piece.

Metrics 64

Metrics Enterprise Cost-Benefit Experimentation 64

Smart Data Collective

OCTOBER 13, 2021

AI technology moves innovation forward by boosting tinkering and experimentation, accelerating the innovation process. One of the biggest benefits of AI is that it has led to new breakthroughs in automation. One of the best benefits of AI is that it can help improve the user experience through features like personalization.

Technology 133

Technology Cost-Benefit Experimentation Machine Learning 133

CIO Business Intelligence

AUGUST 15, 2024

Generative AI has been hyped so much over the past two years that observers see an inevitable course correction ahead — one that should prompt CIOs to rethink their gen AI strategies. Many of those gen AI projects will fail because of poor data quality, inadequate risk controls, unclear business value , or escalating costs , Gartner predicts.

ROI 143

ROI Cost-Benefit Experimentation Deep Learning 143

CIO Business Intelligence

OCTOBER 5, 2023

Sandeep Davé knows the value of experimentation as well as anyone. Davé and his team’s achievements in AI are due in large part to creating opportunities for experimentation — and ensuring those experiments align with CBRE’s business strategy. This is partly why partnerships have been integral to CBRE’s strategy.

Experimentation 130

Experimentation Strategy Machine Learning Interactive 130

CIO Business Intelligence

OCTOBER 3, 2024

The high adoption rate of proprietary LLMs through SaaS APIs (cloud-based) in these organizations indicates a preference to rely on third party vendors to drive the AI strategy and implementation. Medium companies Medium-sized companies—501 to 5,000 employees—were characterized by agility and a strong focus on GenAI experimentation.

Testing 129

Testing Cost-Benefit Experimentation Risk 129

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

SEPTEMBER 12, 2024

A product manager is under immense pressure to deliver complex customer insights that could pivot the company’s product strategy. 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.

Experimentation 111

Experimentation Risk Cost-Benefit Strategy 111

CIO Business Intelligence

OCTOBER 15, 2024

Multicloud architectures, applications portfolios that span from mainframes to the cloud, board pressure to accelerate AI and digital outcomes — today’s CIOs face a range of challenges that can impact their DevOps strategies. Platform engineering is one approach for creating standards and reinforcing key principles.

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

CIO Business Intelligence

JULY 24, 2024

In this article, we’ll dive into each phase, offering actionable strategies to help you master the art of adaptive technology portfolio management. Key strategies for exploration: Experimentation: Conduct small-scale experiments. This approach aligns portfolio governance with business strategy and risk tolerance.

Technology 98

Technology Experimentation Cost-Benefit Digital Transformation 98

CIO Business Intelligence

OCTOBER 3, 2024

It’s a natural fit and will be interesting to see how these ensemble AI models work and what use cases will go from experimentation to production,” says Dyer. However, it would depend on the AI strategy, scalability requirements, and the diversity of the AI workloads anticipated.

Machine Learning 140

Machine Learning Experimentation Insurance Modeling 140

CIO Business Intelligence

JULY 31, 2023

They note, too, that CIOs — being top technologists within their organizations — will be running point on those concerns as companies establish their gen AI strategies. Here’s a rundown of the top 20 issues shaping gen AI strategies today. says CIOs should apply agile processes to their gen AI strategy. It’s not a hammer.

Strategy 98

Strategy Risk Enterprise Risk Management 98

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.

Cost-Benefit 139

Cost-Benefit Digital Transformation Consulting Strategy 139

CIO Business Intelligence

AUGUST 14, 2024

In fact, many similar advantages and disadvantages will likely apply to any AI platform provider that enterprises choose, and CIOs need to consider these wider questions in their gen AI strategy. The cost of OpenAI is the same whether you buy it directly or through Azure.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

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. Currently, text-only LLMs require tremendous compute power.

IT 131

IT Cost-Benefit Experimentation Forecasting 131

CIO Business Intelligence

SEPTEMBER 9, 2024

But there comes a point in a new technology when its potential benefits become clear even if the exact shape of its evolution is opaque. Earlier this year, consulting firm BCG published a survey of 1,400 C-suite executives and more than half expected AI and gen AI to deliver cost savings this year. What are business leaders telling us?

Cost-Benefit 131

Cost-Benefit Experimentation Digital Transformation ROI 131

CIO Business Intelligence

NOVEMBER 13, 2023

Because of this, IT leaders must take a proactive approach to change management , communicating the benefits of digital transformation and providing support and training to employees. Be realistic about the costs of digital transformation and allocate sufficient human capital and financial capital to achieve your goals.

Digital Transformation 143

Digital Transformation Cost-Benefit Experimentation Measurement 143

CIO Business Intelligence

APRIL 24, 2024

The first use of generative AI in companies tends to be for productivity improvements and cost cutting. But there are only so many costs that can be cut. CIOs are well positioned to cut costs since they’re usually well acquainted with a company’s digital processes, having helped set them up in the first place.

Sales 128

Sales Finance Experimentation Cost-Benefit 128

CIO Business Intelligence

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. Meanwhile, CIOs must still reduce technical debt, modernize applications, and get cloud costs under control.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

NOVEMBER 21, 2023

That’s where an IT strategy that frames shadow IT as an opportunity for improved collaboration can have a profound impact. Communicate clearly and often about policies and their reasons and benefits, create a culture of feedback and collaboration, and be agile and willing to adapt policies as user needs evolve.”

IT 137

IT Risk Cost-Benefit Data Science 137

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. When you’re introducing many new applications, the ease of getting them up and running and lowered costs [on the cloud] is tremendously beneficial,” he says. An early partner of Amazon, the Roseburg, N.J.-based

Digital Transformation 116

Digital Transformation Experimentation Cost-Benefit Machine Learning 116

CIO Business Intelligence

MARCH 5, 2024

Many other platforms, such as Coveo’s Relative Generative Answering , Quickbase AI , and LaunchDarkly’s Product Experimentation , have embedded virtual assistant capabilities but don’t brand them copilots. Microsoft is heavily investing in AI capabilities and workflow integrations, so CIOs should expect and plan for improved capabilities.

Advertising 124

Advertising Cost-Benefit Experimentation Software 124

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

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. Rich Nanda, US strategy and analytics offerings leader, Deloitte Consulting. Deloitte Consulting. “In

Digital Transformation 145

Digital Transformation Dashboards Cost-Benefit Consulting 145

CIO Business Intelligence

OCTOBER 4, 2023

“Generative AI is just more far-reaching than traditional AI or machine learning, so the opportunities for disasters have grown,” says Bret Greenstein, partner and leader of the gen AI go-to-market strategy at PricewaterhouseCoopers. Ballooning costs The most popular gen AI chatbots are free to the public. The hype says how easy it is.

Cost-Benefit 141

Cost-Benefit Manufacturing Machine Learning Experimentation 141

IBM Big Data Hub

MAY 17, 2024

Cloud maturity models are a useful tool for addressing these concerns, grounding organizational cloud strategy and proceeding confidently in cloud adoption with a plan. A successful cloud strategy requires a comprehensive assessment of cloud maturity. Level 3 – Scale: Cloud-native strategy is now the preferred approach.

Modeling 96

Modeling Cost-Benefit Optimization Digital Transformation 96

Occam's Razor

OCTOBER 23, 2006

. ‡ Never start with clickstream, it becomes “old” quickly ‡ People care about their paychecks ‡ Execution strategy: ~ Identify Senior Management hot buttons ~ Exhibit daily that you can • increase revenue • trim costs • improve customer satisfaction. This complicates things quite a bit.

Data-driven 118

Data-driven Metrics KPI Reporting 118

AWS Big Data

JUNE 11, 2024

In addition to the number of documents, one of the important factors that determine the size of the index shard is the compression strategy used for an index. Compression techniques reduce the size of data on disk, leading to substantial cost savings, especially in cloud-based and/or distributed environments. Until OpenSearch 2.7,

Optimization 91

Optimization Experimentation Cost-Benefit Software 91

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. The power of people.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

CIO Business Intelligence

MAY 30, 2024

Plus, it’s used to speed up procurement analysis and insights into negotiation strategies, and reduce hiring costs with resume screening and automated candidate profile recommendations. Having overcome the initial perplexity about ChatGPT, Maffei tested gen AI in coding activity and found great benefits.

Cost-Benefit 119

Cost-Benefit Sales Modeling Experimentation 119

CIO Business Intelligence

MARCH 6, 2023

So Holden, who has been CIO at Halfords — the UK’s largest retailer of motoring and cycling products and services — since 2017, developed a strategy to reorganize his tech team. Moreover, the digital services team, because it is centralized, does this more efficiently, saving costs she says.

IT 140

IT Strategy Cost-Benefit Consulting 140

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. CIOs should have plans for the upsides and also develop risk mitigation strategies. But CIOs should remain strategic.

Key Performance Indicator 105

Key Performance Indicator Cost-Benefit Enterprise Experimentation 105