O'Reilly on Data

JULY 15, 2019

This is similar to recommendations made in a recent report released by The Future of Privacy Forum and Immuta (their report is specifically focused on ML). Once a model is deployed to production, SR 11-7 authors emphasize the importance of having monitoring tools and targeted reports aimed at decision-makers. Model monitoring.

Machine Learning 52

Machine Learning Management Enterprise Risk Management 52

datapine

OCTOBER 21, 2021

1) What Is A Monthly Report? 2) What Is The Purpose Of Monthly Reporting? 3) Monthly Report Templates & Examples. 4) What Does A Monthly Report Contain? Your Chance: Want to test modern reporting software for free? Explore our 14-day free trial & benefit from great reports today! Table of Contents.

Reporting 211

Reporting Dashboards Metrics Cost-Benefit 211

CIO Business Intelligence

MARCH 25, 2025

Forrester reports that 30% of IT leaders struggle with high or critical debt, while 49% more face moderate levels. Accenture reports that the top three sources of technical debt are enterprise applications, AI, and enterprise architecture.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

CIO Business Intelligence

DECEMBER 10, 2024

According to AI at Wartons report on navigating gen AIs early years, 72% of enterprises predict gen AI budget growth over the next 12 months but slower increases over the next two to five years. In HR, measure time-to-hire and candidate quality to ensure AI-driven recruitment aligns with business goals.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

CIO Business Intelligence

OCTOBER 22, 2024

AI deployment will also allow for enhanced productivity and increased span of control by automating and scheduling tasks, reporting and performance monitoring for the remaining workforce which allows remaining managers to focus on more strategic, scalable and value-added activities.”

Enterprise 135

Enterprise Risk IoT Cost-Benefit 135

David Menninger's Analyst Perspectives

NOVEMBER 19, 2024

As enterprises seek to automate aspects of decision-making processes using AI, it is essential that they have confidence in the data upon which AI depends. To improve data reliability, enterprises were largely dependent on data-quality tools that required manual effort by data engineers, data architects, data scientists and data analysts.

Data Quality 130

Data Quality Dashboards Data-driven Software 130

CIO Business Intelligence

APRIL 8, 2025

I aim to outline pragmatic strategies to elevate data quality into an enterprise-wide capability. Key recommendations include investing in AI-powered cleansing tools and adopting federated governance models that empower domains while ensuring enterprise alignment. When financial data is inconsistent, reporting becomes unreliable.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

CIO Business Intelligence

DECEMBER 3, 2024

The US has announced sweeping new measures targeting China’s semiconductor sector, restricting the export of chipmaking equipment and high-bandwidth memory. Lam Research has said on its website that its initial assessment suggests the impact of the newly announced measures on its business will align largely with its earlier expectations.

Manufacturing 121

Manufacturing Measurement Technology Marketing 121

CIO Business Intelligence

JANUARY 21, 2025

We may look back at 2024 as the year when LLMs became mainstream, every enterprise SaaS added copilot or virtual assistant capabilities, and many organizations got their first taste of agentic AI. AI at Wharton reports enterprises increased their gen AI investments in 2024 by 2.3 Why focus on the marketing department?

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

NOVEMBER 27, 2024

By eliminating time-consuming tasks such as data entry, document processing, and report generation, AI allows teams to focus on higher-value, strategic initiatives that fuel innovation. This type of data mismanagement not only results in financial loss but can damage a brand’s reputation. Data breaches are not the only concern.

Data Governance 132

Data Governance Risk Insurance Metadata 132

datapine

MAY 28, 2019

BI projects aren’t just for the big fishes in the sea anymore; the technology has developed rapidly, the software has become more accessible while business intelligence and analytics projects implemented in various industries regularly, no matter the shape and size, small businesses or large enterprises. Reducing the reporting time.

Business Intelligence 317

Business Intelligence KPI Dashboards Reporting 317

CIO Business Intelligence

FEBRUARY 4, 2025

And we gave each silo its own system of record to optimize how each group works, but also complicates any future for connecting the enterprise. Gartner found that only 19% of boards reported making progress toward achieving digital transformation goals. Amazon reimagined commerce to become digital-first.

Digital Transformation 144

Digital Transformation Sales Optimization Enterprise 144

David Menninger's Analyst Perspectives

JANUARY 14, 2025

Compensation analytics tools enable HR teams to easily monitor pay gaps across a much broader collection of demographics, helping enterprises take concrete steps toward pay equity, aligning with the organizations ability to absorb those changes without much disruption. The ideal response will go far beyond a standard report or chart.

Measurement 130

Measurement Strategy Software Data-driven 130

CIO Business Intelligence

NOVEMBER 5, 2024

Here are some of the challenges left to resolve in the area of environmental sustainability: Collecting, sharing, and reporting on environmental data: For many organizations, identifying and collecting sustainability data across operations is still a challenge. have their own additional regulations.

Uncertainty 98

Uncertainty Measurement ROI Reporting 98

CIO Business Intelligence

JULY 1, 2024

Shortcomings in incident reporting are leaving a dangerous gap in the regulation of AI technologies. Incident reporting can help AI researchers and developers to learn from past failures. Novel problems Without an adequate incident reporting framework, systemic problems could set in.

Reporting 129

Reporting Risk Management Experimentation Risk 129

O'Reilly on Data

NOVEMBER 19, 2024

at Emory reported that their graph-based approach “significantly outperforms current state-of-the-art RAG methods while effectively mitigating hallucinations.” presented the TRACE framework for measuring results, which showed how GraphRAG achieves an average performance improvement of up to 14.03%.

Unstructured Data 312

Unstructured Data Structured Data Statistics Modeling 312

DataKitchen

NOVEMBER 5, 2024

Next, data is processed in the Silver layer , which undergoes “just enough” cleaning and transformation to provide a unified, enterprise-wide view of core business entities. At the same time, the Gold layer’s “single version of the truth” makes data accessible and reliable for reporting and analytics. Bronze layers should be immutable.

Data Quality 195

Data Quality Testing Metrics Reporting 195

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

FEBRUARY 21, 2025

Birmingham City Councils (BCC) troubled enterprise resource planning (ERP) system, built on Oracle software, has become a case study of how large-scale IT projects can go awry. Integration with Oracles systems proved more complex than expected, leading to prolonged testing and spiraling costs, the report stated.

Reporting 90

Reporting Risk Testing Risk Management 90

DataKitchen

SEPTEMBER 20, 2021

Data organizations don’t always have the budget or schedule required for DataOps when conceived as a top-to-bottom, enterprise-wide transformational change. In a medium to large enterprise, many steps have to happen correctly to deliver perfect analytic insights. Thirty percent of respondents reported more than 11 errors per month.

Testing 246

Testing Metrics Measurement Dashboards 246

CIO Business Intelligence

MARCH 19, 2025

SpyCloud , the leading identity threat protection company, today released its 2025 SpyCloud Annual Identity Exposure Report , highlighting the rise of darknet-exposed identity data as the primary cyber risk facing enterprises today. Additional Report Findings: 17.3

Risk 52

Risk Reporting Measurement Enterprise 52

datapine

AUGUST 26, 2020

Here, we explore enterprise dashboards in more detail, looking at the benefits of corporate dashboard software as well as a mix of real industry examples. Let’s kick things off by considering what a company dashboard is — or, in other words, provide an enterprise dashboard definition. Enterprise Dashboards Examples.

Dashboards 168

Dashboards Enterprise Visualization Data-driven 168

DataKitchen

JANUARY 20, 2021

As DataOps activity takes root within an enterprise, managers face the question of whether to build centralized or decentralized DataOps capabilities. Centralizing analytics helps the organization standardize enterprise-wide measurements and metrics. Central DataOps process measurement function with reports.

Metrics 243

Metrics Experimentation Measurement Testing 243

CIO Business Intelligence

NOVEMBER 22, 2022

Every enterprise needs a data strategy that clearly defines the technologies, processes, people, and rules needed to safely and securely manage its information assets and practices. Guan believes that having the ability to harness data is non-negotiable in today’s business environment.

Data Strategy 145

Data Strategy Strategy Enterprise Consulting 145

CIO Business Intelligence

NOVEMBER 4, 2024

However, enterprise cloud computing still faces similar challenges in achieving efficiency and simplicity, particularly in managing diverse cloud resources and optimizing data management. Enterprise IT struggles to keep up with siloed technologies while ensuring security, compliance, and cost management.

Finance 89

Finance Sales Reporting Optimization 89

CIO Business Intelligence

APRIL 16, 2024

The next generation of leaders in family businesses is poised to embrace the transformative power of generative AI (GenAI) despite marked resistance from the incumbent leaders, according to a PwC report. The survey findings too echoed Hinojosa’s sentiment.

Reporting 105

Reporting Digital Transformation Uncertainty Measurement 105

CIO Business Intelligence

OCTOBER 17, 2024

Another news report dated 2016 shows Jain as the Founder and CEO of AiNET, which “designs, constructs, operates, and supports Internet data centers, optical fiber networks, and easy-to-understand cloud solutions. His LinkedIn profile also says Jain is the founder of AiNET and claims the company’s data centers are Tier 4 certified.

Broadcasting 122

Broadcasting Risk Reporting Measurement 122

CIO Business Intelligence

APRIL 9, 2025

To achieve this, the vast majority of organizations report having to use up to five solutions across each of the following categories to enable cyber recovery: backup, cloud infrastructure, networking, disaster recovery as-a-service (DRaaS), and extended detection and response. VMware Live Recovery was engineered to solve these challenges.

IT 99

IT Snapshot Digital Transformation Measurement 99

datapine

APRIL 2, 2019

In fact, data has become the raw material that every business decision is based on while reporting tools create the environment to act on generated information swiftly and accurately. Download right here our bite-sized guide and start creating your reports! It includes top indicators per perspective (usually the most measurable KPIs).

Scorecard 226

Scorecard KPI Dashboards Reporting 226

CIO Business Intelligence

AUGUST 14, 2024

Between building gen AI features into almost every enterprise tool it offers, adding the most popular gen AI developer tool to GitHub — GitHub Copilot is already bigger than GitHub when Microsoft bought it — and running the cloud powering OpenAI, Microsoft has taken a commanding lead in enterprise gen AI.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

CIO Business Intelligence

NOVEMBER 14, 2023

The Internet of Things (IoT) is a permanent fixture for consumers and enterprises as the world becomes more and more interconnected. billion devices reported in 2023. In this article, we’ll explore the risks associated with IoT and OT connectivity and the measures that organizations need to take to safeguard enterprise networks.

IoT 130

IoT Enterprise Manufacturing Internet of Things 130

CIO Business Intelligence

JULY 22, 2024

By analyzing problem reports and test failures, AI can identify patterns and underlying issues that human operators might miss. Enterprises should use ethical frameworks to ensure that AI applications undergo rigorous testing and validation before being deployed in order to safeguard patient safety and data privacy.

Enterprise 126

Enterprise Testing Predictive Analytics Metrics 126

datapine

APRIL 16, 2019

By implementing the right reporting tools and understanding how to analyze as well as to measure your data accurately, you will be able to make the kind of data driven decisions that will drive your business forward. Qualitative data analysis is based on observation rather than measurement. What Is Data Driven Decision Making?

Data-driven 287

Data-driven Dashboards Visualization Cost-Benefit 287

CIO Business Intelligence

AUGUST 30, 2023

Now, generative AI use has infiltrated the enterprise with tools and platforms like OpenAI’s ChatGPT / DALL-E, Anthropic’s Claude.ai, Stable Diffusion, and others in ways both expected and unexpected. What a difference a few months makes. This includes documentation of the risks and potential impacts of AI technology.

Enterprise 132

Enterprise Risk Measurement Software 132

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 104

Sales Data-driven Data Processing Key Performance Indicator 104

CIO Business Intelligence

JULY 10, 2024

At many companies, executives are advocating for comprehensive environmental measures, investors are demanding more sustainable ventures, and customers are increasingly seeking low-carbon products to combat pollution and preserve biodiversity. The challenges to accomplishing this are substantial.

Reporting 102

Reporting KPI Metrics Software 102

CIO Business Intelligence

SEPTEMBER 19, 2024

Organizations must develop and expand adaptive leadership capabilities across the enterprise, integrating the adaptive mindset, skills, and behavior into their organization’s DNA. A Gallup report found that highly engaged teams show 21% greater profitability and are able to adapt quickly to changing demands. It’s just not that simple.

Enterprise 125

Enterprise Measurement Strategy Management 125