David Menninger's Analyst Perspectives

DECEMBER 31, 2024

Task automation platforms initially enabled enterprises to automate repetitive tasks, freeing valuable human resources for more strategic activities. Robotic process automation (RPA) has been a cornerstone of task automation, allowing businesses to execute high-volume, transactional procedures with minimal human intervention.

Cost-Benefit 130

Cost-Benefit Data-driven Enterprise Business Objectives 130

datapine

FEBRUARY 22, 2022

1) What Is A Business Intelligence Strategy? 2) BI Strategy Benefits. 4) How To Create A Business Intelligence Strategy. Odds are you know your business needs business intelligence (BI). We previously discussed business intelligence for small businesses. Table of Contents.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

CIO Business Intelligence

APRIL 8, 2025

Rule 1: Start with an acceptable risk appetite level Once a CIO understands their organizations risk appetite, everything else strategy, innovation, technology selection can align smoothly, says Paola Saibene, principal consultant at enterprise advisory firm Resultant. Cybersecurity must be an all-hands-on-deck endeavor.

Risk Management 78

Risk Management Risk Management Business Objectives 78

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

CIO Business Intelligence

DECEMBER 10, 2024

CIOs have been able to ride the AI hype cycle to bolster investment in their gen AI strategies, but the AI honeymoon may soon be over, as Gartner recently placed gen AI at the peak of inflated expectations , with the trough of disillusionment not far behind. That doesnt mean investments will dry up overnight.

Sales 143

Sales Metrics Data-driven Measurement 143

erwin

FEBRUARY 27, 2020

Whether in the early stages of implementing a digital strategy or in the midst of a new technology deployment, change management plays a crucial role. Change management describes the process(es) an organization will undertake to ensure changes to business operations, systems and other assets cause as little disruption as possible.

Management 137

Management Enterprise Cost-Benefit Business Objectives 137

CIO Business Intelligence

JANUARY 21, 2025

Well also examine strategies CIOs can use to address these challenges, ensuring their organizations can recognize the rewards of GenAI without compromising financial stability. CIOs must develop a clear strategy for projecting and demonstrating ROI to ensure that innovation investments align with organizational goals.

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

CIO Business Intelligence

NOVEMBER 19, 2024

A cloud analytics migration project is a heavy lift for enterprises that dive in without adequate preparation. Clearing business strategy hurdles Choosing the right technologies to meet an organization’s unique AI goals is usually not straightforward. But this scenario is avoidable.

Analytics 97

Analytics Cost-Benefit Finance Data-driven 97

Rocket-Powered Data Science

JULY 6, 2021

Data and network access controls have similar user-based permissions when working from home as when working behind the firewall at your place of business, but the security checks and usage tracking can be more verifiable and certified with biometric analytics. This is critical in our massively data-sharing world and enterprises.

Machine Learning 279

Machine Learning Data-driven Deep Learning IoT 279

CIO Business Intelligence

JUNE 23, 2023

According to the MIT Technology Review Insights Survey, an enterprise data strategy supports vital business objectives including expanding sales, improving operational efficiency, and reducing time to market. The problem is today, just 13% of organizations excel at delivering on their data strategy.

Data Strategy 116

Data Strategy Strategy Visualization Consulting 116

CIO Business Intelligence

APRIL 4, 2024

“We need to continue to be mindful of business outcomes and apply use cases that make sense.” Some prospective projects require custom development using large language models (LLMs), but others simply require flipping a switch to turn on new AI capabilities in enterprise software. “AI Webster Bank is following a similar strategy.

Enterprise 134

Enterprise Cost-Benefit Forecasting Sales 134

CIO Business Intelligence

SEPTEMBER 14, 2022

As organizations accelerate their cloud migrations, they need both a strategy and a strategic partner, according to the Foundry 2022 Cloud Computing Study. The partnership capabilities they are most seeking include security expertise, better cloud management capabilities, and strategic guidance on overall cloud strategy or a roadmap.

Strategy 97

Strategy Business Objectives Forecasting Risk 97

AWS Big Data

OCTOBER 21, 2024

However, enterprises often encounter challenges with data silos, insufficient access controls, poor governance, and quality issues. By decentralizing data ownership and distribution, enterprises can break down silos and enable seamless data sharing. At the core of this ecosystem lies the enterprise data platform.

Sales 106

Sales Data-driven Data Processing Key Performance Indicator 106

Octopai

JULY 11, 2022

On business-critical questions like: Which product line should we invest in – or adjust – or market differently? Which sales strategies bring in the most customers, or the most loyal customers, or the highest revenue? Tie data quality directly to business objectives. Better data quality? It’ll be worth it.).

Data Quality 98

Data Quality Strategy Business Objectives Sales 98

Rocket-Powered Data Science

JUNE 17, 2022

Observability is a business strategy: what you monitor, why you monitor it, what you intend to learn from it, how it will be used, and how it will contribute to business objectives and mission success. tight coupling of cyber-physical systems, digital twinning of almost anything in the enterprise, and more.

Machine Learning 238

Machine Learning Recreation/Entertainment Risk Business Objectives 238

FineReport

DECEMBER 9, 2021

Business intelligence strategy is seen as a roadmap designed to help companies measure their performance and strengthen their performance through architecture and solutions. Therefore, creating a successful BI strategy roadmap would have a great positive impact on organization efficiency. How to develop a smart BI strategy?

Strategy 98

Strategy Business Intelligence KPI Key Performance Indicator 98

CIO Business Intelligence

MARCH 19, 2025

Similarly, Deloittes 2024 CxO Survey highlights that while CDOs prioritize AI and business efficiency, sustainability remains a secondary focus. However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive.

IT 59

IT Data Governance Data-driven Metrics 59

CIO Business Intelligence

MARCH 27, 2023

When he’s not immersed in cybersecurity, hybrid cloud strategy, or app modernization, David Reis, CIO at the University of Miami Health System and the Miller School of Medicine, spends his time working with the board of directors and top leadership to reimagine healthcare and take the lead driving digital transformation.

Strategy 109

Strategy Digital Transformation Insurance Technology 109

IBM Big Data Hub

DECEMBER 20, 2023

To capture the most value from hybrid cloud, business and IT leaders must develop a solid hybrid cloud strategy supporting their core business objectives. The hybrid multicloud model Today most enterprise businesses rely on a hybrid multicloud environment.

Strategy 93

Strategy Cost-Benefit Digital Transformation Optimization 93

CIO Business Intelligence

JULY 31, 2023

For those companies operating on a calendar year, the end of summer signals the start of annual planning and the mad dash to prepare their IT strategies. Your answers will lay the foundation for your strategy and highlight where your story needs work if you want to avoid fire drills in the eleventh hour. IT Strategy

Strategy 98

Strategy IT Cost-Benefit Finance 98

IBM Big Data Hub

DECEMBER 20, 2023

Without an AI strategy, organizations risk missing out on the benefits AI can offer. An AI strategy helps organizations address the complex challenges associated with AI implementation and define its objectives. What is an AI strategy? A successful AI strategy should act as a roadmap for this plan.

Strategy 71

Strategy Business Objectives Cost-Benefit Consulting 71

CIO Business Intelligence

FEBRUARY 7, 2024

But APIs do more than support next-generation technologies — they already serve a foundational purpose within most enterprises. Karl Mattson, field CISO at Noname Security, an API security solution, says APIs are the foundation of nearly every CIO’s strategic plans to deliver business value.

Business Objectives 124

Business Objectives Cost-Benefit Strategy Data-driven 124

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. Here are five best practices to get the most business benefit from gen AI. Define which strategic themes relate to your business model, processes, products, and services.

ROI 124

ROI Experimentation Risk Cost-Benefit 124

CIO Business Intelligence

AUGUST 13, 2024

A new perspective is needed — one that operates at the scale of the future enterprise and the speed of environmental changes. Unleashing deep automation: Evolving enterprise intelligence Deep automation transcends traditional automation approaches, offering a holistic, adaptive, and evolutive strategy at the enterprise and ecosystem level.

Data-driven 130

Data-driven Metrics Optimization Machine Learning 130

CIO Business Intelligence

OCTOBER 24, 2023

When it comes to enterprise innovation, most employees are excited, yet it is important to recognize that a small percentage may be concerned about how they will communicate and collaborate with their peers, how they will complete their day-to-day tasks, and in some cases even worry about their level of job security.”

Digital Transformation 145

Digital Transformation Data-driven Business Objectives Strategy 145

CIO Business Intelligence

OCTOBER 23, 2023

As a result, most IT functions have seen budget increases, support for more staff, and higher involvement in shaping enterprise strategy , according to multiple reports. According to its 2023 research paper Total Enterprise Reinvention , “only 8% of companies are moving to adopt a strategy of Total Enterprise Reinvention.”

IT 137

IT Consulting Scorecard Key Performance Indicator 137

CIO Business Intelligence

JANUARY 20, 2023

Look at Enterprise Infrastructure An IDC survey [1] of more than 2,000 business leaders found a growing realization that AI needs to reside on purpose-built infrastructure to be able to deliver real value. Focus on Outcomes Analytics and AI hold the promise of driving better business insights from data warehouses, streams, and lakes.

Analytics 137

Analytics Key Performance Indicator Unstructured Data Deep Learning 137

CIO Business Intelligence

OCTOBER 9, 2022

With customers gaining control over the way companies deliver experiences, enterprises must provide new customer experiences to meet and exceed customer demands. Enterprises should also understand that modernising apps is not an all-or-nothing transformation approach. App modernisation continues to rise in priority.

Cost-Benefit 119

Cost-Benefit Digital Transformation Strategy Enterprise 119

Rocket-Powered Data Science

JULY 21, 2023

Here are four specific metrics from the report, highlighting the potentially huge enterprise system benefits coming from implementing Splunk’s observability and monitoring products and services: Four times as many leaders who implement observability strategies resolve unplanned downtime in just minutes, not hours or days.

Machine Learning 190

Machine Learning Metrics Internet of Things Reporting 190

erwin

JULY 12, 2019

The complexity of regulatory requirements in and of themselves is aggravated by the complexity of the business and data landscapes within most enterprises. First you need to analyze and design your compliance strategy and tactics, and then you need to operationalize them. How erwin Can Help.

Data Governance 110

Data Governance Management Metadata Risk Management 110

CIO Business Intelligence

MAY 24, 2024

Organizations that have made progress on environmental objectives to include circular economy principles have also made progress on broader business objectives of better asset management strategies and reduced procurement cycles.

Management 110

Management IT Cost-Benefit Metrics 110

Cloudera

SEPTEMBER 10, 2020

Digital transformation has been on the agenda for a long time, but the sudden need to respond to the unprecedented challenges of 2020, has meant the buzzword has become an executable reality for many enterprises. This confidence and trust is key to enabling them to use data to its fullest potential and generating business value. .

IT 104

IT Business Objectives Digital Transformation Data-driven 104

IBM Big Data Hub

MAY 6, 2024

IBM and AWS study: Less than 25% of current generative AI projects are being secured The enterprise world has long operated on the notion that trust is the currency of good business. But as AI transforms and redefines how businesses operate and how customers interact with them, trust in technology must be built.

Enterprise 65

Enterprise Risk Strategy Business Objectives 65

IBM Big Data Hub

JUNE 30, 2022

The rise of data strategy. There’s a renewed interest in reflecting on what can and should be done with data, how to accomplish those goals and how to check for data strategy alignment with business objectives. The evolution of a multi-everything landscape, and what that means for data strategy.

Data Strategy 56

Data Strategy Strategy Business Objectives Data-driven 56

CIO Business Intelligence

APRIL 6, 2022

I’ve been a data practitioner responsible for the delivery of data management strategies in financial services, online retail, and just about everything in between. In all of these roles, I’ve come across patterns that enable organizations to build faster business insights and innovation with data. 1) The cloud-native pattern.

Cost-Benefit 135

Cost-Benefit Digital Transformation Data-driven Strategy 135

Andrew White

NOVEMBER 1, 2019

The main angle was from the point of view of a university, but the point was related to business too: They (strategies) take too long to draft or define. Most of these strategies were effectively based on faith, hope, and charity. We have tried mightily to help organizations recognize what strategy is meant to be.

Strategy 56

Strategy Analytics Data-driven Data Strategy 56

CIO Business Intelligence

AUGUST 9, 2023

Once a vanguard business strategy, digital transformation has become a perennial objective for business survival. A good digital transformation strategy is one that delivers incremental value within a comprehensive and formal framework,” Shah explains.

Digital Transformation 137

Digital Transformation Data-driven Strategy Consulting 137