David Menninger's Analyst Perspectives

MAY 15, 2025

Over the past two decades, advances in information technology have had the greatest incremental impact on midsize enterprises, approaching the ability of large organizations to harness practical, affordable and reliable technology to gain productivity and improve performance, especially in the office of finance.

Enterprise 130

Enterprise Management Finance Cost-Benefit 130

Jedox

FEBRUARY 11, 2021

Managing basic information such as who your customers are, where they are located, and what they want to buy was around long before the advent of desktop computers and the Internet. These tools provide impressive capabilities for managing sales information, identifying sales opportunities, tracking interactions with the customer and more.

Forecasting 119

Forecasting Sales Finance Interactive 119

datapine

NOVEMBER 13, 2019

43% of the surveyed staff also said they often have to copy and paste or rekey in information, thereby wasting time and hindering productivity. And procurement reporting is no exception to this. Download our guide to find out about the power of procurement reports! What Are Procurement Reports?

Reporting 158

Reporting KPI Cost-Benefit Dashboards 158

datapine

NOVEMBER 27, 2019

The development of business intelligence to analyze and extract value from the countless sources of data that we gather at a high scale, brought alongside a bunch of errors and low-quality reports: the disparity of data sources and data types added some more complexity to the data integration process. 3) Artificial Intelligence.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

AWS Big Data

AUGUST 7, 2023

Many businesses use different software tools to analyze historical data and past patterns to forecast future demand and trends to make more accurate financial, marketing, and operational decisions. Forecasting acts as a planning tool to help enterprises prepare for the uncertainty that can occur in the future.

Forecasting 98

Forecasting Data Warehouse Machine Learning Modeling 98

Smart Data Collective

APRIL 20, 2020

Large quantities of information are gathered from various sources within an organization. Corporations need data to forecast the market’s future and the recent drop in the price of fossil fuels have invigorated alternative energy projects globally. Smart metering helps predict demand and forecasts what will be needed based on data.

Forecasting 127

Forecasting Uncertainty Big Data Marketing 127

CIO Business Intelligence

JANUARY 21, 2025

AI at Wharton reports enterprises increased their gen AI investments in 2024 by 2.3 times compared to 2023 but forecasts lower increases over the next two to five years. Examples include scanning invoices, extracting basic contract information, or capturing information from PDF forms.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

Smart Data Collective

JANUARY 14, 2021

A lot of experts have talked about the benefits of using predictive analytics technology to forecast the future prices of various financial assets , especially stocks. While this obviously means that there is more risk, it also gives more informed investors a chance to beat market benchmarks. appeared first on SmartData Collective.

Predictive Analytics 115

Predictive Analytics Forecasting Analytics Machine Learning 115

CIO Business Intelligence

JANUARY 9, 2025

Salesforces recent State of Commerce report found that 80% of eCommerce businesses already leverage AI solutions. At Akeneo, our vision is to empower retailers with a unified platform that transforms fragmented product information into a strategic asset, says Fouache. Many retailers are looking to AI for that competitive advantage.

B2B 105

B2B Cost-Benefit Data-driven Sales 105

David Menninger's Analyst Perspectives

NOVEMBER 12, 2024

RAG enhances the accuracy of generated responses by retrieving relevant information from external sources before generating an answer. The software streamlines collecting data for planning and reporting and facilitates assigning responsibility within an enterprise to achieve ESG-related objectives.

Finance 130

Finance Prescriptive Analytics Cost-Benefit Manufacturing 130

CIO Business Intelligence

FEBRUARY 6, 2025

They can also automate report generation and interpret data nuances that traditional methods might miss. Think sentiment analysis of customer reviews, summarizing lengthy documents or extracting information from medical records. Weve all seen the demos of ChatGPT, Google Gemini and Microsoft Copilot. Theyre impressive, no doubt.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

Jet Global

JANUARY 8, 2021

This allows management to quickly make informed decisions that are backed up by data. Whitepaper: How to Compare Reporting & BI Solutions. This is vital information for the HR and operations department. How an Operations Dashboard Can Streamline Your Reporting. Download Now. Staffing Operational Metrics.

Metrics 131

Metrics Manufacturing Reporting KPI 131

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. Compounding these data segments results in smarter recommendations with lead scoring, sales forecasting, churn prediction, and better analytics.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

David Menninger's Analyst Perspectives

DECEMBER 31, 2024

Enterprises that adopt RPA report reductions in process cycle times and operational costs. NLP also enables companies to analyze customer feedback and sentiment, leading to more informed strategic decisions. Additionally, RPA allows for continuous operation beyond human working hours, thereby enhancing overall throughput.

Cost-Benefit 130

Cost-Benefit Data-driven Enterprise Business Objectives 130

datapine

JUNE 5, 2019

That’s an unfathomable amount of information. Data dashboards provide a centralized, interactive means of monitoring, measuring, analyzing, and extracting a wealth of business insights from relevant datasets in several key areas while displaying aggregated information in a way that is both intuitive and visual.

Dashboards 316

Dashboards KPI Sales Visualization 316

datapine

MARCH 31, 2022

Does the idea of discovering patterns in large volumes of information make you want to roll up your sleeves and get to work? Moreover, companies that use BI analytics are five times more likely to make swifter, more informed decisions. Do you find computer science and its applications within the business world more than interesting?

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

datapine

MARCH 25, 2022

Business intelligence and analytics are data management solutions implemented in companies and enterprises to collect historical and present data, while using statistics and software to analyze raw information, and deliver insights for making better future decisions. Usage in a business context. Let’s see it with an example.

Business Intelligence 264

Business Intelligence Analytics Statistics Dashboards 264

David Menninger's Analyst Perspectives

OCTOBER 15, 2024

The research finds the greatest inclination to spend is in sales performance management, which I interpret to mean that the participants see this area as having the highest potential to generate profit through gains in sales productivity and, therefore, increase revenue.

Cost-Benefit 204

Cost-Benefit Risk Forecasting Software 204

CIO Business Intelligence

FEBRUARY 20, 2025

Viole Kastrati: Without systematic and continuous reporting, it is almost impossible to get a complete picture of the personnel situation and make informed decisions based on it. Human resources must also contribute to transparent reporting requirements here. Subsequently, the reporting should be set up properly.

Big Data 84

Big Data Measurement Visualization Machine Learning 84

Cloudera

JANUARY 7, 2025

Ryan Garnett, Senior Manager Business Solutions of Halifax International Airport Authority, joined The AI Forecast to share how the airport revamped its approach to data, creating a predictions engine that drives operational efficiency and improved customer experience. For example, we send routine reports to the senior leadership team.

Predictive Modeling 81

Predictive Modeling Modeling Forecasting Data-driven 81

datapine

SEPTEMBER 4, 2019

However, if the underlying information isn’t easy to access, analyze or understand, it is pointless. Well-built, focused dashboards easily serve up summaries and reports of the BI that’s most critical to the organization. A dashboard in business is a tool used to manage all the business information from a single point of access.

Dashboards 263

Dashboards Analytics Key Performance Indicator Sales 263

David Menninger's Analyst Perspectives

NOVEMBER 7, 2024

AI is also making it easier for executives and managers to rapidly forecast, plan and analyze to promote deeper situational awareness and facilitate better-informed decision-making. It will do so by substantially reducing the time spent on the purely mechanical aspects of day-to-day tasks. And it must be C ompany-wide, not siloed.

Forecasting 130

Forecasting Machine Learning Finance Predictive Analytics 130

datapine

MAY 29, 2019

Effective decision-making processes in business are dependent upon high-quality information. While BI outputs information through data visualization, online dashboards , and reporting, data warehouse outlines data in dimension and fact tables for upstream applications (or BI tools). b) What is the output? d) What are the tools?

Business Intelligence 196

Business Intelligence Data Warehouse Dashboards Visualization 196

CIO Business Intelligence

NOVEMBER 1, 2024

One of the world’s largest risk advisors and insurance brokers launched a digital transformation five years ago to better enable its clients to navigate the political, social, and economic waves rising in the digital information age. With Databricks, the firm has also begun its journey into generative AI.

IT 122

IT Insurance Consulting Risk 122

CIO Business Intelligence

APRIL 8, 2025

One thing is clear for leaders aiming to drive trusted AI, resilient operations and informed decisions at scale: transformation starts with data you can trust. When financial data is inconsistent, reporting becomes unreliable. A compliance report is rejected because timestamps dont match across systems.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

datapine

AUGUST 14, 2019

Data science tools are used for drilling down into complex data by extracting, processing, and analyzing structured or unstructured data to effectively generate useful information while combining computer science, statistics, predictive analytics, and deep learning. What Is A Data Science Tool?

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

datapine

DECEMBER 11, 2019

SaaS is less robust and less secure than on-premises applications: Despite some SaaS-based teething problems or technical issues reported by the likes of Google, these occurrences are incredibly rare with software as a service applications – and there hasn’t been one major compromise of a SaaS operation documented to date.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

datapine

NOVEMBER 5, 2019

In today’s information-rich age, there is a tangible link between online data analysis and business performance. Rather than having to wait days, weeks, or months for data reports , modern dashboards offer access to critical data-driven insights almost instantly. Download our pocket-sized summary and improve your operations!

Dashboards 220

Dashboards Cost-Benefit Sales Metrics 220

datapine

NOVEMBER 11, 2021

d) Reporting Features. If you are looking to enter the BI software world but don’t know which features you should look for before investing in one, this post will cover the top business intelligence features and benefits to help you make an informed decision. Table of Contents. 1) Benefits Of Business Intelligence Software.

Business Intelligence 213

Business Intelligence Dashboards Interactive Visualization 213

Smart Data Collective

OCTOBER 8, 2020

The University of Hawaii reports that big data is shaking up the venture capital industry in unbelievable ways. Modern investors use machine learning and AI models to gather and produce signal information that generate insights on worthy startups. Challenges behind signal data acquisition and forecasting with alternative data.

Big Data 139

Big Data Machine Learning Forecasting Data-driven 139

CIO Business Intelligence

APRIL 5, 2022

First, Optimas is using data analytics internally for a number of functions, including material acquisition for manufacturing; forecasting of production and customer demand; improving efficiency and accuracy with ordering from suppliers; and managing its inventory. Finally, Optimas uses analytics to better collaborate with suppliers. “By

Analytics 145

Analytics Cost-Benefit Forecasting Manufacturing 145

datapine

AUGUST 21, 2019

Let’s examine how you can do so with the following sales KPIs, created for a comprehensive sales report. 2) Sales Target (Actual Revenue vs Forecasted Revenue). If you enjoy working with databases, you can easily create this graph with the help of SQL reporting tools. This powerful sales report graph will help you do just that.

Sales 235

Sales Dashboards Visualization KPI 235

CIO Business Intelligence

NOVEMBER 1, 2024

One of the world’s largest risk advisors and insurance brokers launched a digital transformation five years ago to better enable its clients to navigate the political, social, and economic waves rising in the digital information age. With Databricks, the firm has also begun its journey into generative AI.

IT 105

IT Insurance Consulting Risk 105

CIO Business Intelligence

JUNE 7, 2024

-based company, which claims to be the top-ranked supplier of renewable energy sales to corporations, turned to machine learning to help forecast renewable asset output, while establishing an automation framework for streamlining the company’s operations in servicing the renewable energy market. million in its first year, contributed a $5.5

Forecasting 128

Forecasting IT Machine Learning Modeling 128

O'Reilly on Data

NOVEMBER 28, 2023

As of November 2023: Two-thirds (67%) of our survey respondents report that their companies are using generative AI. Two-thirds of our survey’s respondents (67%) report that their companies are using generative AI. And only 33% report that their companies aren’t using AI at all. Certainly not two-thirds of them.

Enterprise 342

Enterprise Testing Modeling Reporting 342

CIO Business Intelligence

MAY 21, 2024

Epicor Grow AI applications include multiple capabilities such as inventory forecasting, AI generated sales orders from emails, personalized product suggestions based on order history, predictive maintenance recommendations for fleets, and more, within the context of familiar Epicor products.

Forecasting 126

Forecasting Predictive Analytics Machine Learning Data-driven 126

datapine

MAY 6, 2022

These can be the reduction of errors by automating manual reporting and analysis. Start by automating order information delivery, so no one needs to click the “request fulfillment” option. Use your OMS to help manage these details and add contact information to every account so that it is attached to each order.

Management 229

Management Sales Insurance Dashboards 229