O'Reilly on Data

OCTOBER 13, 2020

The field of AI product management continues to gain momentum. As the AI product management role advances in maturity, more and more information and advice has become available. One area that has received less attention is the role of an AI product manager after the product is deployed.

Management 314

Management Machine Learning Metrics Modeling 314

Analytics Vidhya

JANUARY 15, 2024

The city’s traffic department has launched an application, named ASTraM (Actionable Intelligence for Sustainable Traffic Management), for better traffic management.

Management 305

Management Analytics IT Reporting 305

datapine

JUNE 15, 2023

Table of Contents 1) What Is A Performance Report? 2) The Importance of Performance Reports 3) Performance Report Examples 4) Performance Reporting Tips Performance reporting has been a traditional business practice for decades now. At the time, this was not an issue, as the static nature of reporting was the norm.

Reporting 207

Reporting Dashboards Cost-Benefit Sales 207

datapine

JANUARY 18, 2023

Table of Contents 1) What Is The Report Definition? 2) Top 14 Types Of Reports 3) What Does A Report Look Like? Businesses have been producing reports since, forever. This presents a problem for many modern organizations today as building reports can take from hours to days. What Is The Report Definition?

Reporting 201

Reporting Metrics Dashboards Visualization 201

datapine

MAY 6, 2022

Like mitochondria and the cell, the order management system is the powerhouse of the warehouse. To help you reach that robust state, let’s look at a few top order management system tweaks designed to improve success rates and reduce error rates, which can save you significantly. Increase scans and verification. Automate simple steps.

Management 229

Management Sales Insurance Dashboards 229

datapine

FEBRUARY 9, 2024

Table of Contents 1) What Is KPI Management? 4) How to Select Your KPIs 5) Avoid These KPI Mistakes 6) How To Choose A KPI Management Solution 7) KPI Management Examples Fact: 100% of statistics strategically placed at the top of blog posts are a direct result of people studying the dynamics of Key Performance Indicators, or KPIs.

KPI 221

KPI Management Key Performance Indicator Measurement 221

O'Reilly on Data

JANUARY 21, 2025

To get a sense of the unreliable nature of the prompt-and-pray approach, consider that Hugging Face reports the state of the art on function calling is well under 90% accurate. But the truth is that structured automation simplifies edge-case management by making LLM improvisation safe and measurable.

Cost-Benefit 299

Cost-Benefit Testing Interactive Software 299

Cloudera

NOVEMBER 13, 2024

Additionally, multiple copies of the same data locked in proprietary systems contribute to version control issues, redundancies, staleness, and management headaches. It leverages knowledge graphs to keep track of all the data sources and data flows, using AI to fill the gaps so you have the most comprehensive metadata management solution.

Metadata 90

Metadata Management Data Governance Data-driven 90

CIO Business Intelligence

MARCH 5, 2025

According to a recent survey by Foundry , nearly all respondents (97%) reported that their organization is impacted by digital friction, defined as the unnecessary effort an employee must exert to use data or technology for work. Managed, on the other hand, it can boost operations, efficiency, and resiliency.

Management 86

Management Data-driven Cost-Benefit Risk 86

DataKitchen

DECEMBER 9, 2024

The company focused on delivering small increments of customer value data sets, reports, and other items as their guiding principle. Small, manageable increments marked the projects delivery cadence. The company evaluated Constant Contact, Hubspot, and Salesforce Marketing Cloud for customer relationship management.

Data Quality 161

Data Quality Data Lake Testing Statistics 161

datapine

SEPTEMBER 29, 2022

1) What Is Data Quality Management? However, with all good things comes many challenges and businesses often struggle with managing their information in the correct way. Enters data quality management. What Is Data Quality Management (DQM)? Why Do You Need Data Quality Management? Table of Contents.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Analytics Vidhya

DECEMBER 24, 2021

This article was published as a part of the Data Science Blogathon Introduction According to a report, 55% of businesses have never used a machine learning model before. Lack of skill, a lack of change-management procedures, and the absence of automated systems are some […].

Machine Learning 399

Machine Learning Data Science Publishing Reporting 399

AWS Big Data

NOVEMBER 19, 2024

The permission mechanism has to be secure, built on top of built-in security features, and scalable for manageability when the user base scales out. In this post, we show you how to manage user access to enterprise documents in generative AI-powered tools according to the access you assign to each persona.

Management 98

Management Metadata Manufacturing Testing 98

O'Reilly on Data

JUNE 15, 2023

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. If every company had a different way of reporting its finances, it would be impossible to regulate them. There is no simple way to solve the alignment problem.

Metrics 360

Metrics Reporting Measurement Finance 360

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

David Menninger's Analyst Perspectives

FEBRUARY 24, 2022

Less than one-quarter (23%) report that one-half or more of their workforce is using analytics and BI. It means organizations must find other ways to communicate with, and manage, the workforce. This is a problem. It means organizations are not enabling their workforce to perform at peak efficiency and effectiveness.

Analytics 340

Analytics Business Intelligence Measurement Reporting 340

CIO Business Intelligence

OCTOBER 23, 2024

Our legacy architecture consisted of multiple standalone, on-prem data marts intended to integrate transactional data from roughly 30 electronic health record systems to deliver a reporting capability. We had plenty of reporting, but very little data insight, and no real semblance of a data strategy. And you can’t take your time.

Enterprise 119

Enterprise Dashboards KPI Data Lake 119

CIO Business Intelligence

DECEMBER 11, 2024

In late 2023, a report from ISACA suggested that up to two-thirds of workers are using unsanctioned AI tools, despite only 11% organisations having a formal policy permitting its use. Many workers are not waiting for guidance and permission when it comes to adopting AI tools, leading to the emergence of shadow AI.

Risk 111

Risk Data Strategy Strategy Data Governance 111

CIO Business Intelligence

MARCH 19, 2025

Then in November, the company revealed its Azure AI Agent Service, a fully-managed service that lets enterprises build, deploy and scale agents quickly. Before that, though, ServiceNow announced its AI Agents offering in September, with the first use cases for customer service management and IT service management, available in November.

Software 143

Software Risk Enterprise Cost-Benefit 143

Analytics Vidhya

JULY 9, 2022

Introduction Companies struggle to manage and report all their data. This article was published as a part of the Data Science Blogathon. Even asking basic questions like “how many customers we have in some places,” or “what product do our customers in their 20s buy the most” can be a challenge. The data repository should […].

Modeling 349

Modeling Data Science Publishing Reporting 349

O'Reilly on Data

FEBRUARY 11, 2020

Data scientists and analysts, data engineers, and the people who manage them comprise 40% of the audience; developers and their managers, about 22%. These include the basics, such as metadata creation and management, data provenance, data lineage, and other essentials. Respondents who work in upper management—i.e.,

Data Quality 363

Data Quality Metadata Data Governance Publishing 363

David Menninger's Analyst Perspectives

NOVEMBER 12, 2024

Infor offers applications for enterprise resource planning, supply chain management, customer relationship management and human capital management, among others. Use cases are proliferating, including tasks or managing details that outwardly seem trivial but result in a substantial gain in productivity and improved performance.

Finance 130

Finance Prescriptive Analytics Cost-Benefit Manufacturing 130

datapine

NOVEMBER 27, 2019

2020 will be the year of data quality management and data discovery: clean and secure data combined with a simple and powerful presentation. 1) Data Quality Management (DQM). A survey conducted by the Business Application Research Center stated the data quality management as the most important trend in 2020.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

CIO Business Intelligence

APRIL 30, 2025

Nobody blinks when a multi-billion-dollar merger prompts the creation of an integration management office (IMO). Surely, dedicated teams backed by real budgets were mobilized to deliver a seamless journey, define the target architecture and drive change management at scale. Change management. In fact, its expected.

IT 119

IT Strategy Enterprise Consulting 119

CIO Business Intelligence

JANUARY 7, 2025

Transformational CIOs continuously invest in their operating model by developing product management, design thinking, agile, DevOps, change management, and data-driven practices. CIOs must also drive knowledge management, training, and change management programs to help employees adapt to AI-enabled workflows.

Digital Transformation 143

Digital Transformation Experimentation Cost-Benefit Strategy 143

DataKitchen

NOVEMBER 5, 2024

It is a layered approach to managing and transforming data. This intermediate layer strikes a balance by refining data enough to be useful for general analytics and reporting while still retaining flexibility for further transformations in the Gold layer. Expect the schema to be similar but not the same as the Bronze layer.

Data Quality 195

Data Quality Testing Metrics Reporting 195

CIO Business Intelligence

OCTOBER 23, 2024

In a survey of 451 senior technology executives conducted by Gartner in mid-2024, a striking 57% of CIOs reported being tasked with leading AI strategies. While some of the surveyed employees in the US, the UK, Australia, India, and China reported saving an average of 3.6

Enterprise 141

Enterprise Cost-Benefit Broadcasting Risk 141

CIO Business Intelligence

SEPTEMBER 20, 2024

IT leaders face many challenging tasks, but few are more daunting than engaging with a direct report who has, in one way or another, become unreliable or neglectful. There are various reasons why a manager or executive may need to have a frank conversation with a direct report, says Orla Daly, CIO at training services provider Skillsoft.

Reporting 128

Reporting Business Objectives Consulting Manufacturing 128

CIO Business Intelligence

JANUARY 21, 2025

AI at Wharton reports enterprises increased their gen AI investments in 2024 by 2.3 Deloittes State of Generative AI in the Enterprise reports nearly 70% have moved 30% or fewer of their gen AI experiments into production, and 41% of organizations have struggled to define and measure the impacts of their gen AI efforts.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

OCTOBER 8, 2024

According to CEO Andy Jassy, a massive reorganization is what’s needed to remove layers, flatten organizations, increase teammates’ ability to move fast, and create an employee utopia by getting rid of lots and lots of non-value-adding managers. Managers should avoid asking colleagues for help when thinking something through.

Management 132

Management Reporting Optimization IT 132