CIO Business Intelligence

NOVEMBER 13, 2024

The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process. The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process. Generally, there’s optimism and a positive mindset when heading into AI.”

IT 141

IT Consulting ROI Cost-Benefit 141

DataKitchen

NOVEMBER 5, 2024

Data is typically organized into project-specific schemas optimized for business intelligence (BI) applications, advanced analytics, and machine learning. The Race For Data Quality In A Medallion Architecture The Medallion architecture pattern is gaining traction among data teams. It is a layered approach to managing and transforming data.

Data Quality 198

Data Quality Testing Metrics Reporting 198

datapine

JULY 3, 2019

Here, we’ll examine 18 essential KPIs for social media, explore the dynamics and demonstrate the importance of social metrics in the modern business age with the help of a KPI software , and, finally, wrapping up with tips on how to set KPIs and make the most of your social platforms. Let’s get going. What Are Social Media KPIs?

Metrics 219

Metrics KPI Strategy ROI 219

CIO Business Intelligence

OCTOBER 30, 2024

As businesses increasingly rely on digital platforms to interact with customers, the need for advanced tools to understand and optimize these experiences has never been greater. While Felix AI already enables businesses to process data at scale and act on insights faster, the potential for further automation and optimization is vast.

Analytics 128

Analytics Metrics Optimization Interactive 128

datapine

SEPTEMBER 29, 2022

6) Data Quality Metrics Examples. Reporting being part of an effective DQM, we will also go through some data quality metrics examples you can use to assess your efforts in the matter. Table of Contents. 1) What Is Data Quality Management? 2) Why Do You Need DQM? 3) The 5 Pillars of DQM. 4) Data Quality Best Practices.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

MARCH 25, 2025

At the same time, meaningful dashboards should be developed based on the defined metrics to obtain funding and support targeted reporting to relevant committees. With the Digital Agenda , the European Union is creating clear and uniform rules for the responsible use of data and artificial intelligence. The approach in detail: 1.

IT 95

IT Key Performance Indicator Risk Reporting 95

O'Reilly on Data

JULY 28, 2020

The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded. It sounds simplistic to state that AI product managers should develop and ship products that improve metrics the business cares about. Agreeing on metrics.

Marketing 364

Marketing Experimentation Metrics Testing 364

KDnuggets

SEPTEMBER 20, 2022

When building and optimizing your classification model, measuring how accurately it predicts your expected outcome is crucial. However, this metric alone is never the entire story, as it can still offer misleading results.

Metrics 160

Metrics Measurement Optimization Modeling 160

AWS Big Data

MARCH 10, 2025

Although traditional scaling primarily responds to query queue times, the new AI-driven scaling and optimization feature offers a more sophisticated approach by considering multiple factors including query complexity and data volume. Consider using AI-driven scaling and optimization if your current workload requires 32 to 512 base RPUs.

Optimization 66

Optimization Data Warehouse Data-driven Testing 66

Analytics Vidhya

SEPTEMBER 6, 2024

Introduction In today’s fast-paced software development environment, ensuring optimal application performance is crucial. Monitoring real-time metrics such as response times, error rates, and resource utilization can help maintain high availability and deliver a seamless user experience.

OLAP 290

OLAP Metrics Optimization Software 290

CIO Business Intelligence

OCTOBER 10, 2024

Aligning IT operations with ESG metrics: CIOs need to ensure that technology systems are energy-efficient and contribute to reducing the company’s carbon footprint. This could involve adopting cloud computing, optimizing data center energy use, or implementing AI-powered energy management tools.

Metrics 124

Metrics Optimization Strategy Technology 124

O'Reilly on Data

MARCH 25, 2025

Business value : Once we have a rubric for evaluating our systems, how do we tie our macro-level business value metrics to our micro-level LLM evaluations? The system is inconsistent, slow, hallucinatingand that amazing demo starts collecting digital dust. Whats worse: Inputs are rarely exactly the same. How do we do so?

Testing 174

Testing Software Data-driven Measurement 174

CIO Business Intelligence

SEPTEMBER 15, 2023

From the CEO’s perspective, an optimized IT services portfolio maximizes cost efficiency, flexibility, and scalability. Highly optimized portfolios leverage outsourcing to ensure that commodity-based sourcing is offloaded to outsourcers, freeing up internal teams to focus on strategic projects that add value and effectively manage costs.

Optimization 111

Optimization IT Metrics Marketing 111

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

datapine

JUNE 23, 2020

The key metrics featured at the top left of this cutting-edge CFO report template include cover gross profit, EBIT, operational expenses, and net income — a perfect storm of financial information. Top 7 CFO Dashboard KPIs & Metrics Explained. It also houses essential reports for CEOs through powerful financial dashboards.

Dashboards 298

Dashboards Reporting KPI Metrics 298

datapine

NOVEMBER 15, 2022

1) What Are Product Metrics? 2) Types Of Product Metrics. 3) Product Metrics Examples You Can Use. 4) Product Metrics Framework. The right product performance metrics will give you invaluable insights into its health, strength and weaknesses, potential issues or bottlenecks, and let you improve it greatly.

Metrics 141

Metrics KPI Measurement Dashboards 141

AWS Big Data

DECEMBER 5, 2024

As the use of Hydro grows within REA, it’s crucial to perform capacity planning to meet user demands while maintaining optimal performance and cost-efficiency. Solution overview The MSK clusters in Hydro are configured with a PER_TOPIC_PER_BROKER level of monitoring, which provides metrics at the broker and topic levels.

Metrics 97

Metrics Dashboards Testing Optimization 97

DataKitchen

MARCH 20, 2025

Instead, their primary success metric is whether their processes run smoothly and without errors. Their confidence comes from total control over when and how data updates occur, thanks to a unified orchestrator system. Process visibility is paramount, and data engineers are less concerned about the granular status of individual tables.

Data Quality 164

Data Quality Testing Metrics Management 164

datapine

APRIL 13, 2021

As with any other business out there, agencies manage big amounts of data in the form of surveys, social media metrics, website performance, or any other information related to their client’s goals. Apart from using their data to support decision-making, agencies also use metrics as the main language in which they speak to their clients.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

AWS Big Data

NOVEMBER 19, 2024

Customers maintain multiple MWAA environments to separate development stages, optimize resources, manage versions, enhance security, ensure redundancy, customize settings, improve scalability, and facilitate experimentation. It enhances infrastructure security and availability while reducing operational overhead. The introduction of mw1.micro

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111

AWS Big Data

NOVEMBER 20, 2023

Today we are pleased to announce a new class of Amazon CloudWatch metrics reported with your pipelines built on top of AWS Glue for Apache Spark jobs. The new metrics provide aggregate and fine-grained insights into the health and operations of your job runs and the data being processed.

Metrics 127

Metrics Data Lake Cost-Benefit Dashboards 127

DataKitchen

MARCH 16, 2023

But wait, she asks you for your team metrics. Where is your metrics report? What are the metrics that matter? Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

AWS Big Data

JULY 11, 2024

Amazon OpenSearch Service introduced the OpenSearch Optimized Instances (OR1) , deliver price-performance improvement over existing instances. For more details about OR1 instances, refer to Amazon OpenSearch Service Under the Hood: OpenSearch Optimized Instances (OR1). OR1 instances use a local and a remote store.

Optimization 115

Optimization Metrics Data Processing Snapshot 115

AWS Big Data

APRIL 28, 2023

One of the most common questions we get from customers is how to effectively monitor and optimize costs on AWS Glue for Spark. One of the most common questions we get from customers is how to effectively monitor and optimize costs on AWS Glue for Spark. With the CloudWatch metrics, you can have a granular view on DPU hours.

Optimization 122

Optimization Metrics Interactive Data Integration 122

CIO Business Intelligence

MARCH 25, 2025

What CIOs can do: Avoid and reduce data debt by incorporating data governance and analytics responsibilities in agile data teams , implementing data observability , and developing data quality metrics. Forrester reports that 30% of IT leaders struggle with high or critical debt, while 49% more face moderate levels.

Risk 121

Risk Cost-Benefit Data-driven Digital Transformation 121

AWS Big Data

AUGUST 21, 2024

To address this requirement, Redshift Serverless launched the artificial intelligence (AI)-driven scaling and optimization feature, which scales the compute not only based on the queuing, but also factoring data volume and query complexity. The slider offers the following options: Optimized for cost – Prioritizes cost savings.

Optimization 109

Optimization Data Lake Data Warehouse Cost-Benefit 109

datapine

FEBRUARY 4, 2020

Let’s face it: every serious business that wants to generate leads and revenue needs to have a marketing strategy that will help them in their quest for profit. Ultimately, it will provide a clear insight into relevant KPIs and build a solid foundation for increasing conversions. How do you know that? Or drastically change for another path?

Reporting 280

Reporting Marketing Advertising Metrics 280

AWS Big Data

JUNE 3, 2024

Imagine you have a fleet of web servers logging performance metrics for each web request served into a Kinesis data stream with two shards and you used a request URL as the partition key. You can use the WriteProvisionedThrougputExceeded metric in Amazon CloudWatch in this case. This behavior is commonly known as a hot key issue.

Optimization 126

Optimization Metrics Data Processing Testing 126

AWS Big Data

SEPTEMBER 12, 2024

The AWS Glue Data Catalog now enhances managed table optimization of Apache Iceberg tables by automatically removing data files that are no longer needed. Along with the Glue Data Catalog’s automated compaction feature, these storage optimizations can help you reduce metadata overhead, control storage costs, and improve query performance.

Optimization 129

Optimization Snapshot Metadata Metrics 129

AWS Big Data

NOVEMBER 3, 2023

In this post, we explore how to combine AWS Glue usage information and metrics with centralized reporting and visualization using QuickSight. You have metrics available per job run within the AWS Glue console, but they don’t cover all available AWS Glue job metrics, and the visuals aren’t as interactive compared to the QuickSight dashboard.

Metrics 115

Metrics Dashboards Metadata Visualization 115

CIO Business Intelligence

DECEMBER 19, 2024

While crucial, if organizations are only monitoring environmental metrics, they are missing critical pieces of a comprehensive environmental, social, and governance (ESG) program and are unable to fully understand their impacts. In especially high demand are IT pros with software development, data science and machine learning skills.

IT 52

IT IoT Machine Learning Optimization 52

O'Reilly on Data

NOVEMBER 19, 2024

While RAG leverages nearest neighbor metrics based on the relative similarity of texts, graphs allow for better recall of less intuitive connections. decomposes a complex task into a graph of subtasks, then uses LLMs to answer the subtasks while optimizing for costs across the graph. Split each document into chunks.

Unstructured Data 318

Unstructured Data Structured Data Modeling Statistics 318

AWS Big Data

FEBRUARY 13, 2024

AWS Glue has made this more straightforward with the launch of AWS Glue job observability metrics , which provide valuable insights into your data integration pipelines built on AWS Glue. This post, walks through how to integrate AWS Glue job observability metrics with Grafana using Amazon Managed Grafana. Sign in to your workspace.

Metrics 126

Metrics Dashboards Visualization Key Performance Indicator 126

datapine

JULY 11, 2019

However, if you want to enjoy optimal success, gaining a firm grasp of logical judgment and strategic thinking is essential – especially regarding dashboard design principles. In the digital age, there’s little need for a department of IT technicians, plus a qualified graphic designer, to create a dazzling data dashboard.

Dashboards 319

Dashboards Metrics Visualization Key Performance Indicator 319

CIO Business Intelligence

JANUARY 21, 2025

By embedding AI into data analysis frameworks, organizations can unlock unprecedented capabilities in healthcare diagnostics, manufacturing quality control, and marketing optimization, turning raw data into strategic competitive advantages, says Ashwin Rajeeva, co-founder and CTO of Acceldata.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

AWS Big Data

MARCH 29, 2024

In Part 2 of this series, we discussed how to enable AWS Glue job observability metrics and integrate them with Grafana for real-time monitoring. In this post, we explore how to connect QuickSight to Amazon CloudWatch metrics and build graphs to uncover trends in AWS Glue job observability metrics.

Metrics 128

Metrics Visualization Dashboards Interactive 128

datapine

JULY 8, 2020

A COO (chief operating officer) dashboard is a visual management tool used by COOs to connect multiple data sources, track, evaluate, and help COOs to optimize operational processes within a company by using interactive metrics and advanced analytical capabilities. Choose the most valuable metrics for your industry.

Dashboards 202

Dashboards Reporting Metrics Visualization 202