CIO Business Intelligence

AUGUST 20, 2024

Enterprises did not rethink their companies or models to thrive in what was quickly becoming a digital-first world. On the other side, my work explored how work, processes, and supporting systems could evolve or be reimagined to transform business and operational models. Automation simply scales business as usual.

Digital Transformation 144

Digital Transformation Modeling ROI Strategy 144

CIO Business Intelligence

DECEMBER 10, 2024

Proving the ROI of AI can be elusive , but rushing to achieve it can prove costly. Instead, CIOs must partner with CMOs and other business leaders to help quantify where gen AI can drive other strategic impacts especially those directly connected to the bottom line. Below are five examples of where to start.

Sales 143

Sales Metrics Data-driven Measurement 143

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

CDW Research Hub

NOVEMBER 12, 2020

As AI use cases start meeting their initial business objectives, initial infrastructure decisions can either accelerate the deployment of subsequent use cases or stall them. Businesses should be ready to adapt to these outcomes while being flexible regarding infrastructure. Conclusion. 8 and Tuesday, Dec. 15 at 1:00 p.m.

ROI 79

ROI Deep Learning Machine Learning Business Objectives 79

CIO Business Intelligence

MARCH 19, 2025

Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams. 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

JANUARY 7, 2025

The assessment provides insights into the current state of architecture and workloads and maps technology needs to the business objectives. The first three considerations are driven by business, and the last one by IT. This new paradigm of the operating model is the hallmark of successful organizational transformation.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

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. Cloud maturity models (or CMMs) are frameworks for evaluating an organization’s cloud adoption readiness on both a macro and individual service level.

Modeling 96

Modeling Cost-Benefit Optimization Digital Transformation 96

CIO Business Intelligence

JUNE 21, 2023

Align with business goals: Clearly articulate how IT initiatives can directly support the broader business objectives of the company and help gain competitive advantages. Quantify the value: Use data and metrics to demonstrate the potential return on investment (ROI) of IT initiatives.

Modeling 105

Modeling Cost-Benefit Business Objectives Digital Transformation 105

datapine

DECEMBER 11, 2019

SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. Flexible payment options: Businesses don’t have to go through the expense of purchasing software and hardware. 6) Micro-SaaS.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

CIO Business Intelligence

JUNE 4, 2024

On the pro-code front, Andreas Welsch, VP and head of AI marketing, said in an interview that SAP is leveraging its partnership with Nvidia to fine tune an LLM model on ABAP code. Several features are planned; first up is the ability for software developers to create ABAP business objects using generative AI in SAP.

IT 122

IT Data Governance Business Objectives Visualization 122

CIO Business Intelligence

AUGUST 23, 2022

To address this requirement and ensure seamless connectivity, organizations are rapidly adopting consumption-driven NaaS models to balance the cost of their network growth with the digital experience of their stakeholders. Transitioning to Business Value . Obtaining more insight into hidden costs (e.g.,

Cost-Benefit 105

Cost-Benefit Business Objectives ROI Risk 105

CIO Business Intelligence

AUGUST 27, 2024

Furthermore, the growing importance of AI necessitates the modernization of AI models and data pipelines to prevent issues like model drift and bias. Define clear objectives and secure executive buy-in Articulate challenges and benefits: Communicate the challenges posed by legacy applications and the potential benefits of APMR.

Cost-Benefit 110

Cost-Benefit Key Performance Indicator ROI Strategy 110

CIO Business Intelligence

OCTOBER 8, 2024

At what scale do they provide a positive ROI?” The Knowledge Graph, Sun added, can determine relationships between business objects, helping users understand what may be different terminology for the same thing in different applications. What prerequisites are required to deploy these autonomous workflows?

Business Objectives 130

Business Objectives ROI Finance Sales 130

CIO Business Intelligence

FEBRUARY 7, 2024

Carter Busse, CIO of no-code enabled automation platform company Workato, adds that APIs are now important connective tissue to integrate and interact with large language models (LLMs) within business processes. “If Factors contributing to a quality API governance model should also future-proof the overall IT strategy.

Business Objectives 124

Business Objectives Cost-Benefit Strategy Data-driven 124

Rocket-Powered Data Science

JULY 21, 2023

as likely to say that their ROI on observability tools far exceeded expectations. Such prescriptive capabilities can be more proactive, automated, and optimized, making digital resilience an objective fact for businesses, not just a business objective. Leaders are 7.9x

Machine Learning 190

Machine Learning Metrics Reporting Internet of Things 190

CIO Business Intelligence

JULY 24, 2024

Data-driven decisions: Leverage data and analytics to assess new technologies’ potential impact and ROI. Cross-functional collaboration: Engage diverse stakeholders and foster external partnerships to align with business goals and stay at the forefront of technological advancements.

Technology 98

Technology Experimentation Cost-Benefit Digital Transformation 98

CIO Business Intelligence

NOVEMBER 2, 2023

Salesforce found that 41% of line-of-business leaders feel their organization’s data strategy has little or no alignment with business objectives, while 37% of analytics and IT leaders feel the same way. The study suggests that a lack of shared KPIs may be a root cause of this issue.

Data Strategy 137

Data Strategy Strategy Sales Data Governance 137

CIO Business Intelligence

MAY 13, 2024

“We know what we’re trying to achieve, because we know the business goals and objectives,” We want to grow substantially, and we want to do that with speed,” says Bilker, whose clarity on IT’s business objectives mirror the top directives CEOs are giving their CIOs, according to the 2024 State of the CIO Study from Foundry, publisher of CIO.com.

IT 131

IT Digital Transformation ROI Strategy 131

Cloudera

OCTOBER 30, 2023

Agility, innovation, and time-to-value are the key differentiators cloud service providers (CSP) claim to help organizations speed up digital transformation projects and business objectives. The FinOps framework is helping organizations to obtain the best ROI for their cloud transformation.

Analytics 79

Analytics Cost-Benefit ROI Business Objectives 79

CIO Business Intelligence

JUNE 28, 2023

Belcorp operates under a direct sales model in 14 countries. The second stage focused on building algorithms and models to predict and simulate intricate biological conditions, accelerate discoveries, reduce risks, and optimize the cost-benefit ratio of technological developments using AI solutions.

Digital Transformation 105

Digital Transformation Cost-Benefit Informatics Data mining 105

erwin

NOVEMBER 6, 2020

The clear benefit is that data stewards spend less time building and populating the data governance framework and more time realizing value and ROI from it. . Additionally, the mind map automatically connects technical and business objects so both sets of stakeholders can easily visualize the organization’s most valuable data assets.

Data Governance 97

Data Governance Metadata Data-driven Visualization 97

CIO Business Intelligence

AUGUST 9, 2023

Additionally, digital transformation marks a rethinking of how organizations use technology, people, and processes in pursuit of new business models and new revenue streams – growth opportunities that themselves are driven by changes in customer expectations for products and services.

Digital Transformation 137

Digital Transformation Data-driven Strategy Consulting 137

CIO Business Intelligence

MAY 30, 2022

TOGAF helps organizations implement software technology in a structured and organized way, with a focus on governance and meeting business objectives. The Open Group also streamlined the documentation, removing anything redundant or outdated.

Enterprise 111

Enterprise Software Business Objectives Digital Transformation 111

Cloudera

NOVEMBER 25, 2021

Protect: security needs including risk management, fraud detection and cybersecurity initiatives through risk modelling and analysis, regulatory compliance, and financial crime prevention. . Connect: connecting multiple data sources to deliver a more complete understanding of a business and its customer and partner relationships.

Machine Learning 90

Machine Learning IoT Risk Business Objectives 90

CIO Business Intelligence

JANUARY 2, 2024

“This vision represents a fundamental shift, positioning AI as an integral part of our business fabric rather than just an add-on. It involves reimagining our strategies, business models, processes and culture centered around AI’s capabilities, to reshape how we work and drive unparalleled productivity and innovation,” he says.

IT 144

IT Cost-Benefit Statistics Consulting 144

CIO Business Intelligence

JUNE 12, 2023

The framework states that not only should governance strategies remain open and flexible, but they should also be based on conceptual models and aligned to major standards and regulations. Each objective is described including its purpose, how it connects with the enterprise, and how it aligns goals.

Risk Management 94

Risk Management Strategy Digital Transformation Enterprise 94

IBM Big Data Hub

JULY 5, 2023

Understand and leverage cloud pricing models Cloud providers offer a range of different pricing models and service levels that you can use to help match resources and costs with application needs, availability requirements and business value. Some compare your cloud costs with what it would cost to build your own server room.

Optimization 63

Optimization Forecasting ROI Metrics 63

IBM Big Data Hub

MAY 6, 2024

In fact, 81% of respondents indicated that generative AI requires a fundamentally new security governance model. By starting with governance, risk, and compliance (GRC), leaders can build the foundation for a cybersecurity strategy to protect their AI architecture that is aligned to business objectives and brand values.

Enterprise 65

Enterprise Risk Strategy Business Objectives 65

IBM Big Data Hub

JUNE 23, 2023

Though AI adoption may seem daunting, the flexibility and scalability of emerging foundational models will most certainly accelerate AI adoption as enterprises are empowered to put AI to work at the strategic core of F&A processes. What is generative AI, what are foundation models, and why do they matter?

Finance 58

Finance Reporting Cost-Benefit Modeling 58

DataRobot Blog

NOVEMBER 8, 2022

In a world that is increasingly outcome-focused and platform-based, we have integrated strategy and predictive analytics to move at the speed of our clients’ decisions and established a scalable framework for uncovering and acting on insights in an organized, simple, and transparent operating model.

Predictive Analytics 59

Predictive Analytics Marketing Analytics Data-driven 59

IBM Big Data Hub

AUGUST 30, 2023

IBM MAS SaaS on AWS (Powered by ROSA) IBM Maximo Application Suite as a Service (IBM MAS SaaS) on AWS offers a solution for organizations seeking to leverage IBM MAS on AWS with the convenience of a SaaS model managed by IBM. IBM Maximo customers will be required to move to IBM MAS when Maximo 7.x x reaches End of Life (EOL).

Data Processing 66

Data Processing Cost-Benefit Internet of Things Enterprise 66

AWS Big Data

MARCH 7, 2023

It helps you build, train, and deploy models consuming the data from repositories in the data hub. These are just some of the KPIs and metrics that are key for predictive modeling of events as the game acquires new players while keeping existing users involved, engaged, and playing. Solutions should be flexible to scale up and down.

Analytics 79

Analytics Data Warehouse Data Lake Metadata 79

Anmut

MARCH 24, 2022

After decades in the background, data is currently king of the business world. Visionary companies like Google and Amazon are renowned for figuring out the transformational power of data, using data-driven business models to achieve extraordinary success. Build an evidence-based business case for change.

ROI 52

ROI Measurement Data-driven Data Transformation 52

bridgei2i

MAY 19, 2021

So with this data revolution, you know, gaining so much momentum, you know, and everybody investing in analytics, and with ROI also becoming more and more tangible, how is the charter of GICs really changed? That’s it; it’s amazing to see how these models keep on evolving. Venkat: Got it.

Enterprise 75

Enterprise Digital Transformation Marketing Cost-Benefit 75

CIO Business Intelligence

JANUARY 12, 2023

One key factor to set up the right automations is to match them to the right business objective. For example, companies looking to automate in order to reduce headcount or labor costs might miss the main objective: to improve customer service and grow the business. Forgetting this can be a big mistake.

Consulting 145

Consulting Technology Software Reporting 145

CIO Business Intelligence

NOVEMBER 21, 2024

In our fast-changing digital world, it’s essential to sync IT strategies with business objectives for lasting success. Technology has shifted from a back-office function to a core enabler of business growth, innovation, and competitive advantage.

Strategy 122

Strategy IT Business Objectives Cost-Benefit 122

CIO Business Intelligence

MARCH 17, 2025

But for every AI success story, theres a silent failure: expensive pilots that never scale, models that reinforce bias, and systems that become obsolete within months. This ensures high-quality, well-curated data to drive AI models successfully. Poor data hygiene undermines AI success, Menon says.

Measurement 129

Measurement Strategy Risk ROI 129