David Menninger's Analyst Perspectives

DECEMBER 31, 2024

Enterprises that adopt RPA report reductions in process cycle times and operational costs. RPA : RPAs ability to replicate human tasks efficiently enables enterprises to realize immediate operational cost savings. This ability facilitates breaking down silos between departments and fosters a collaborative approach to data use.

Cost-Benefit 130

Cost-Benefit Data-driven Enterprise Business Objectives 130

AWS Big Data

SEPTEMBER 4, 2024

Effective data analytics relies on seamlessly integrating data from disparate systems through identifying, gathering, cleansing, and combining relevant data into a unified format. Reverse ETL use cases are also supported, allowing you to write data back to Salesforce. Kamen Sharlandjiev is a Sr. His secret weapon?

Data Integration 91

Data Integration Data Lake Data-driven Cost-Benefit 91

AWS Big Data

JANUARY 15, 2025

By centralizing container and logistics application data through Amazon Redshift and establishing a governance framework with Amazon DataZone, EUROGATE achieved both performance optimization and cost efficiency. This is further integrated into Tableau dashboards. The architecture is depicted in the following figure.

IoT 102

IoT Machine Learning Metadata Data-driven 102

AWS Big Data

MARCH 13, 2025

At the core of the next generation of Amazon SageMaker is Amazon SageMaker Unified Studio , a single data and AI development environment where you can find and access your organizations data and act on it using the best tool for the job across virtually any use case.

Analytics 94

Analytics Data Lake Data Warehouse Data-driven 94

IBM Big Data Hub

JULY 13, 2023

When we talk about data integrity, we’re referring to the overarching completeness, accuracy, consistency, accessibility, and security of an organization’s data. Together, these factors determine the reliability of the organization’s data. In short, yes.

Data Quality 63

Data Quality Data Integration Metadata Cost-Benefit 63

DataKitchen

NOVEMBER 5, 2024

We recently talked with one company whose Data Journey is a path from SAP & Teradata to ADLS (Bronze/Silver/Gold) and finally to Synapse for usage. The Medallion architecture offers several benefits, making it an attractive choice for data engineering teams.

Data Quality 195

Data Quality Testing Metrics Reporting 195

Smarten

FEBRUARY 26, 2025

It may be difficult to understand how such complex systems can benefit from the no code, low code approach, since the very concept of this approach seems at odds with the complexity of an analytical solution, but nothing could be further from the truth. Read our free article, The Benefits Of Low-Code No-Code in Augmented Analytics.

Analytics 64

Analytics Cost-Benefit ROI Visualization 64

datapine

FEBRUARY 22, 2022

2) BI Strategy Benefits. Over the past 5 years, big data and BI became more than just data science buzzwords. In response to this increasing need for data analytics, business intelligence software has flooded the market. The costs of not implementing it are more damaging, especially in the long term.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

AWS Big Data

NOVEMBER 22, 2024

Data practitioners need to upgrade to the latest Spark releases to benefit from performance improvements, new features, bug fixes, and security enhancements. This process often turns into year-long projects that cost millions of dollars and consume tens of thousands of engineering hours. job to AWS Glue 4.0.

Cost-Benefit 97

Cost-Benefit Data-driven Software Testing 97

datapine

NOVEMBER 11, 2021

1) Benefits Of Business Intelligence Software. a) Data Connectors Features. For a few years now, Business Intelligence (BI) has helped companies to collect, analyze, monitor, and present their data in an efficient way to extract actionable insights that will ensure sustainable growth. Benefits Of Business Intelligence Software.

Business Intelligence 213

Business Intelligence Dashboards Interactive Visualization 213

CIO Business Intelligence

MARCH 19, 2025

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. 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.

IT 59

IT Data Governance Data-driven Metrics 59

CIO Business Intelligence

NOVEMBER 13, 2024

Manual data extraction, validation, and transformation are tedious and error-prone, often leading to project delays, high costs, and disruptions in daily operations. This no-code SAP data management platform handles the nitty-gritty of data migration. This not only boosts productivity but also job satisfaction.

Cost-Benefit 64

Cost-Benefit Data-driven Data Integration Data Quality 64

Smart Data Collective

OCTOBER 13, 2021

Patterns, trends and correlations that may go unnoticed in text-based data can be more easily exposed and recognized with data visualization software. Data virtualization is becoming more popular due to its huge benefits. billion on data virtualization services by 2026. What benefits does it bring to businesses?

Visualization 145

Visualization Cost-Benefit Big Data Prescriptive Analytics 145

erwin

FEBRUARY 6, 2020

Here are our eight recommendations for how to transition from manual to automated data management: 1) Put Data Quality First: Automating and matching business terms with data assets and documenting lineage down to the column level are critical to good decision making. The Benefits of Data Management Automation.

Management 144

Management Data Governance Cost-Benefit Metadata 144

BizAcuity

NOVEMBER 13, 2024

The Significance of Data-Driven Decision-Making In sectors ranging from healthcare to finance, data-driven decision-making has become a strategic asset. Making decisions based on data, rather than intuition alone, brings benefits such as increased accuracy, reduced risks, and deeper customer insights.

Consulting 52

Consulting Data-driven Cost-Benefit Business Intelligence 52

CIO Business Intelligence

DECEMBER 20, 2022

In this article, discover how HPE GreenLake for EHR can help healthcare organizations simplify and overcome common challenges to achieve a more cost-effective, scalable, and sustainable solution. Contact the experts at GDT today to discover how your healthcare organization can benefit from HPE GreenLake for EHR. Multi Cloud.

Cost-Benefit 134

Cost-Benefit Optimization Software Machine Learning 134

CIO Business Intelligence

OCTOBER 22, 2024

On the good, you get the benefits that may be unique to each provider and can price shop to some degree,” he says. It also runs private clouds from HPE and Dell for sensitive applications, such as generative AI and data workloads requiring the highest security levels. Multicloud is also a part of American Honda Motor Co.’s

Strategy 128

Strategy Cost-Benefit Risk Enterprise 128

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.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Anmut

JANUARY 30, 2025

They made us realise that building systems, processes and procedures to ensure quality is built in at the outset is far more cost effective than correcting mistakes once made. How about data quality? What do we know about the cost of bad quality data? These are scary statistics.

Data Quality 52

Data Quality Cost-Benefit Statistics Data-driven 52

erwin

JANUARY 30, 2020

Without a comprehensive and automated data governance framework, enterprises put themselves at high risk of conducting business based on poor metadata management and data intelligence processes, introducing unnecessary slowdowns and inaccuracies in their analytics. Top Five: Benefits of An Automation Framework for Data Governance.

Data Governance 145

Data Governance Metadata Cost-Benefit Digital Transformation 145

Smart Data Collective

MAY 23, 2021

Using AI to quantify all involved factors and make a data-driven and as reliable as possible decision , whether it’s about the best personal loan or insurance plan, will help. Automation and machine learning are becoming more common in the Fintech industry due to their potential benefits. Client Risk Profile Categorization.

Insurance 137

Insurance Machine Learning Cost-Benefit Data-driven 137

AWS Big Data

DECEMBER 20, 2023

AWS Glue is a serverless data integration service that makes it easier to discover, prepare, and combine data for analytics, machine learning (ML), and application development. One of the most common questions we get from customers is how to effectively optimize costs on AWS Glue.

Cost-Benefit 113

Cost-Benefit Optimization Big Data Data Integration 113

erwin

SEPTEMBER 26, 2019

The benefits of Data Vault automation from the more abstract – like improving data integrity – to the tangible – such as clearly identifiable savings in cost and time. So Seriously … You Should Automate Your Data Vault. By Danny Sandwell.

Data Warehouse 108

Data Warehouse Cost-Benefit Data Integration Consulting 108

AWS Big Data

NOVEMBER 29, 2024

By using the AWS Glue OData connector for SAP, you can work seamlessly with your data on AWS Glue and Apache Spark in a distributed fashion for efficient processing. AWS Glue OData connector for SAP uses the SAP ODP framework and OData protocol for data extraction. For more information see AWS Glue.

Visualization 92

Visualization Data Processing Data-driven Cost-Benefit 92

Smart Data Collective

OCTOBER 19, 2022

A growing number of companies are discovering the benefits of investing in big data technology. Companies around the world spent over $160 billion on big data technology last year and that figure is projected to grow 11% a year for the foreseeable future. Unfortunately, big data technology is not without its challenges.

Big Data 132

Big Data Management Recreation/Entertainment Cost-Benefit 132

CIO Business Intelligence

APRIL 17, 2024

Salesforce’s reported bid to acquire enterprise data management vendor Informatica could mean consolidation for the integration platform-as-a-service (iPaaS) market and a new revenue stream for Salesforce, according to analysts. The enterprise data management vendor reported a total revenue of $1.5 billion and $1.6

Cost-Benefit 128

Cost-Benefit B2B Marketing Enterprise 128

erwin

FEBRUARY 7, 2019

For example, manually managing data mappings for the enterprise data warehouse via MS Excel spreadsheets had become cumbersome and unsustainable for one BSFI company. Users now view end-to-end data lineage from the source layer to the reporting layer within seconds. Metadata-Driven Automation in the Pharmaceutical Industry.

Metadata 96

Metadata Insurance Data-driven Cost-Benefit 96

AWS Big Data

JUNE 25, 2024

This solution empowers businesses to access Redshift data within the Salesforce Data Cloud, breaking down data silos, gaining deeper insights, and creating unified customer profiles to deliver highly personalized experiences across various touchpoints. What is Salesforce Data Cloud? What is Zero Copy Data Federation?

Data Lake 113

Data Lake Cost-Benefit Data-driven Data Warehouse 113

CIO Business Intelligence

SEPTEMBER 6, 2024

Enterprises and their IT teams need data – structured or unstructured – to have a consistent manager view, be discoverable to employees across departments, be secure and follow governance policies, and be cost-effective regardless of whether data is in the cloud or on-premises. This approach is risky and costly.

Metadata 116

Metadata Enterprise Management Cost-Benefit 116

CIO Business Intelligence

FEBRUARY 20, 2024

Data also needs to be sorted, annotated and labelled in order to meet the requirements of generative AI. No wonder CIO’s 2023 AI Priorities study found that data integration was the number one concern for IT leaders around generative AI integration, above security and privacy and the user experience.

Cost-Benefit 115

Cost-Benefit Data Lake Data Warehouse Data Processing 115

BizAcuity

NOVEMBER 22, 2022

This latency reduction is not guaranteed and can increase Snowpipe costs as more file ingestions are triggered. But, this again comes at a significantly increased cost. For either method, you could either use a hand-coded method or leverage any number of the available ETL or ELT data integration tools. Conclusion.

Data Warehouse 98

Data Warehouse Cost-Benefit Data Lake Internet of Things 98

CIO Business Intelligence

MARCH 24, 2023

The Business Application Research Center (BARC) warns that data governance is a highly complex, ongoing program, not a “big bang initiative,” and it runs the risk of participants losing trust and interest over time.

Data Governance 142

Data Governance Management Metadata Data Quality 142

CIO Business Intelligence

JANUARY 5, 2023

Many customers find the sweet spot in combining them with similar low code/no code tools for data integration and management to quickly automate standard tasks, and experiment with new services. Customers also report they help business users quickly test new services, tweak user interfaces and deliver new functionality.

IT 130

IT Cost-Benefit Testing Dashboards 130

CIO Business Intelligence

APRIL 8, 2025

In healthcare, missing treatment data or inconsistent coding undermines clinical AI models and affects patient safety. In retail, poor product master data skews demand forecasts and disrupts fulfillment. In the public sector, fragmented citizen data impairs service delivery, delays benefits and leads to audit failures.

Data Quality 59

Data Quality Data-driven Key Performance Indicator Metadata 59

erwin

JANUARY 9, 2020

For decades, data modeling has been the optimal way to design and deploy new relational databases with high-quality data sources and support application development. Today’s data modeling is not your father’s data modeling software. And the good news is that it just keeps getting better.

Data Governance 144

Data Governance Modeling Metadata Unstructured Data 144

AWS Big Data

APRIL 17, 2024

Today, customers widely use OpenSearch Service for operational analytics because of its ability to ingest high volumes of data while also providing rich and interactive analytics. As your operational analytics data velocity and volume of data grows, bottlenecks may emerge.

Optimization 126

Optimization Snapshot Metadata Cost-Benefit 126

erwin

NOVEMBER 6, 2019

In most companies, an incredible amount of data flows from multiple sources in a variety of formats and is constantly being moved and federated across a changing system landscape. With automation, data professionals can meet the above needs at a fraction of the cost of the traditional, manual way.

Metadata 102

Metadata Data Governance Management Cost-Benefit 102