CIO Business Intelligence

DECEMBER 11, 2024

Travel and expense management company Emburse saw multiple opportunities where it could benefit from gen AI. Both types of gen AI have their benefits, says Ken Ringdahl, the companys CTO. Another benefit is that with open source, Emburse can do additional model training. You get more control over your costs.

Cost-Benefit 115

Cost-Benefit Modeling Marketing Sales 115

AWS Big Data

JANUARY 9, 2025

Our experiments are based on real-world historical full order book data, provided by our partner CryptoStruct , and compare the trade-offs between these choices, focusing on performance, cost, and quant developer productivity. Data management is the foundation of quantitative research.

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

CIO Business Intelligence

JANUARY 6, 2025

And ensure effective and secure AI rollouts AI is everywhere, and while its benefits are extensive, implementing it effectively across a corporation presents challenges. Its more about optimizing and maximizing the value were getting out of gen AI, she says. Ronda Cilsick, CIO of software company Deltek, is aiming to do just that.

IT 140

IT Cost-Benefit Measurement Experimentation 140

CIO Business Intelligence

NOVEMBER 28, 2024

For enterprises operating on the cloud, security and cost management are rising concerns. Likewise, cloud cost management platforms and other FinOps tools have data that security teams can also leverage for alerting and reporting.

Cost-Benefit 141

Cost-Benefit Metrics Key Performance Indicator Dashboards 141

DataKitchen

NOVEMBER 27, 2024

Benefits and Challenges of The Data Quality Dimension Approach Data quality dimensions are often heralded as foundational principles for evaluating and improving data quality. This approach allows enterprises to hold data suppliers accountable or optimize their ingestion processes to ensure higher data integrity.

Data Quality 216

Data Quality Dashboards Metrics Cost-Benefit 216

AWS Big Data

NOVEMBER 27, 2024

Its low-cost storage model makes it economically feasible to store vast amounts of historical data for extended periods of time. These features make S3 Glacier a robust solution for organizations needing to maintain comprehensive, tamper-evident audit trails for extended periods while managing costs effectively.

Big Data 110

Big Data Data Processing Cost-Benefit Optimization 110

KDnuggets

JULY 11, 2025

Traditional machine learning systems excel at classification, prediction, and optimization—they analyze existing data to make decisions about new inputs. Instead of optimizing for accuracy metrics, you evaluate creativity, coherence, and usefulness. This difference shapes everything about how you work with these systems.

Machine Learning 126

Machine Learning Testing Data Science Cost-Benefit 126

AWS Big Data

DECEMBER 27, 2024

Amazon EMR on EC2 , Amazon EMR Serverless , Amazon EMR on Amazon EKS , Amazon EMR on AWS Outposts and AWS Glue all use the optimized runtimes. In this post, we demonstrate the performance benefits of using the Amazon EMR 7.5 Additionally, the cost efficiency improves by 2.9 times, with the total cost decreasing from $16.00

Cost-Benefit 105

Cost-Benefit Testing Metrics Optimization 105

CIO Business Intelligence

OCTOBER 16, 2024

As gen AI becomes embedded into more devices, endowing it with autonomous decision-making will depend on real-time data and avoiding excessive cloud costs. By processing data closer to the source, edge computing can enable quicker decisions and reduce costs by minimizing data transfers, making it an alluring environment for AI.

Cost-Benefit 143

Cost-Benefit Manufacturing Data-driven Optimization 143

CIO Business Intelligence

DECEMBER 19, 2024

A well-chosen platform can significantly improve operational efficiency, reduce costs, and drive innovation. It empowers businesses to make informed decisions, optimize operations, and drive innovation. Continuous improvement: Regularly review and optimize the platforms configuration and usage to maximize its benefits.

Sales 122

Sales Analytics Key Performance Indicator Prescriptive Analytics 122

AWS Big Data

JANUARY 15, 2025

For container terminal operators, data-driven decision-making and efficient data sharing are vital to optimizing operations and boosting supply chain efficiency. Implementation benefits As we continue to scale, efficient and seamless data sharing across services and applications becomes increasingly important.

IoT 109

IoT Machine Learning Metadata Data-driven 109

CIO Business Intelligence

JANUARY 21, 2025

Wei also noted that chemical supply costs in the US are substantially higher, citing the need to ship sulfuric acid from Taiwan to Los Angeles and then transport it to Arizona by truck. Supply chain constraints, such as higher material costs and logistical challenges, further increase expenses.

Manufacturing 116

Manufacturing Cost-Benefit Recreation/Entertainment Technology 116

AWS Big Data

NOVEMBER 22, 2024

Benefits of the dbt adapter for Athena We have collaborated with dbt Labs and the open source community on an adapter for dbt that enables dbt to interface directly with Athena. This feature reduces the amount of data scanned by Athena, resulting in faster query performance and lower costs.

Data Lake 96

Data Lake Data Warehouse Cost-Benefit Data Transformation 96

CIO Business Intelligence

DECEMBER 19, 2024

The power of AI operations (AIOps) and ServiceOps, including BMC Helix Discovery , can transform how you optimize IT operations (ITOps), change management, and service delivery. New migrations and continuous features were being deployed, and the team was unable to prioritize process optimization and noise reduction efforts.

IT 98

IT Insurance Cost-Benefit Optimization 98

David Menninger's Analyst Perspectives

NOVEMBER 12, 2024

Also center stage were Infor’s advances in artificial intelligence and process mining as well as its environmental, social and governance application and supply chain optimization enhancements. Optimize workflows by redesigning processes based on data-driven insights. Establish and support continuous improvement initiatives.

Finance 130

Finance Prescriptive Analytics Cost-Benefit Manufacturing 130

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. to version 4.0.

Cost-Benefit 104

Cost-Benefit Data-driven Software Testing 104

CIO Business Intelligence

NOVEMBER 19, 2024

The analyst firm Forrester named AI agents as one of its top 10 emerging technologies this year and that it will deliver benefits in the next two to five years. That will help us achieve short-term benefits as we continue to learn and build better solutions. Let’s review a case study and see how we can start to realize benefits now.

Cost-Benefit 135

Cost-Benefit Testing Interactive ROI 135

AWS Big Data

OCTOBER 25, 2024

Gaining granular visibility into application-level costs on Amazon EMR on Amazon Elastic Compute Cloud (Amazon EC2) clusters presents an opportunity for customers looking for ways to further optimize resource utilization and implement fair cost allocation and chargeback models.

Metrics 98

Metrics Cost-Benefit Reporting Optimization 98

David Menninger's Analyst Perspectives

JANUARY 8, 2025

One is the group of processes that organize field service from behind the scenes: optimizing the workforce, for example, in terms of shifts or travel, or making sure that a truck roll contains equipment relevant to the specific cases on the manifest for that trip. There are also benefits to applying AI to the work of the technician onsite.

Internet of Things 130

Internet of Things Interactive Optimization Cost-Benefit 130

AWS Big Data

DECEMBER 17, 2024

Recently, AWS introduced over 50 new capabilities across its streaming services, significantly enhancing performance, scale, and cost-efficiency. With Express brokers, we are reimagining Kafkas compute and storage decoupling to unlock performance and elasticity benefits. With KCL 3.0,

Cost-Benefit 96

Cost-Benefit Data-driven Management Enterprise 96

CIO Business Intelligence

DECEMBER 9, 2024

A primary benefit of cloud replatforming is that it gives organizations the flexibility to update, maintain or customize applications with extended functionality aimed at customers and employees. More efficient workloads and processes allow organizations to reapply cost savings in other areas of the business.

Cost-Benefit 98

Cost-Benefit Optimization Data-driven Marketing 98

CIO Business Intelligence

JANUARY 7, 2025

However, understanding the differences between RPA and agentic AI and how they complement each other can unlock major benefits through automation. It excels in environments requiring analysis of unstructured data, such as customer support or supply chain optimization. So, what is the difference between RPA and agentic AI?

Unstructured Data 105

Unstructured Data Interactive Consulting Optimization 105

DataFloq

JUNE 10, 2025

Ethical AI and Continuous Optimization are Crucial: Implement robust risk management frameworks and foster a culture of continuous learning and iteration to ensure responsible, effective, and sustainable GenAI deployment. Active leadership is vital in championing AI adoption, demonstrating its potential benefits, and mitigating resistance.

Cost-Benefit 105

Cost-Benefit Risk Management Business Objectives ROI 105

DataFloq

JULY 8, 2025

Companies implementing intelligent touchpoint optimization see average conversion increases of 45% while reducing operational costs by 30%. AI can optimize each stage with surgical precision. Machine learning algorithms predict optimal form configurations and customize value propositions for different audience segments.

Interactive 105

Interactive ROI Optimization Metrics 105

CIO Business Intelligence

JULY 1, 2025

For example, an agentic system might proactively flag anomalies in transactions or optimize a workflow without waiting for human prompts. Our Below is a five-phase strategic planning framework that guides organizations through assessing opportunities to full adoption and optimization of agentic systems.

Insurance 115

Insurance Data-driven Cost-Benefit Strategy 115

CIO Business Intelligence

JANUARY 21, 2025

CIOs were given significant budgets to improve productivity, cost savings, and competitive advantages with gen AI. CIOs feeling the pressure will likely seek more pragmatic AI applications, platform simplifications, and risk management practices that have short-term benefits while becoming force multipliers to longer-term financial returns.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

APRIL 30, 2025

Though loosely applied, agentic AI generally refers to granting AI agents more autonomy to optimize tasks and chain together increasingly complex actions. The study found better oversight of business workflows to be the top perceived benefit of it. Customer gains Customer experiences are well-suited for an agentic boost as well.

IT 139

IT Sales Cost-Benefit Data-driven 139

AWS Big Data

DECEMBER 4, 2024

so you can solve advanced use cases around performance, cost, governance, and privacy in your data lakes. uses AWS performance optimized Spark runtime, 3.9 and reduces costs by 22%. and reduces costs by 22%. while reducing cost by 36%. AWS Glue 5.0 Apache Iceberg 1.6.1, and Delta Lake 3.2.1 AWS Glue 5.0 AWS Glue 5.0

Data Lake 75

Data Lake Cost-Benefit Data Integration Data Warehouse 75

Cloudera

JANUARY 7, 2025

Adopting hybrid and multi-cloud models provides enterprises with flexibility, cost optimization, and a way to avoid vendor lock-in. Cost Savings: Hybrid and multi-cloud setups allow organizations to optimize workloads by selecting cost-effective platforms, reducing overall infrastructure costs while meeting performance needs.

Cost-Benefit 82

Cost-Benefit Optimization Data-driven Strategy 82

CIO Business Intelligence

NOVEMBER 21, 2024

Increasing the pace of AI adoption If the headlines around the new wave of AI adoption point to a burgeoning trend, it’s that accelerating AI adoption will allow businesses to reap the full benefits of their data. This is done through its broad portfolio of AI-optimized infrastructure, products, and services.

IT 111

IT Cost-Benefit Optimization Manufacturing 111

CIO Business Intelligence

JANUARY 21, 2025

But alongside its promise of significant rewards also comes significant costs and often unclear ROI. For CIOs tasked with managing IT budgets while driving technological innovation, balancing these costs against the benefits of GenAI is essential. million in 2025 to $7.45

Cost-Benefit 98

Cost-Benefit ROI Measurement Strategy 98

CIO Business Intelligence

NOVEMBER 19, 2024

High costs Failing: The infrastructure and computational costs for training and running GenAI models are significant. Solution: Optimize models for efficiency, leveraging cloud-based solutions. Key takeaway: Cost management strategies are crucial for sustainable AI deployment.

Consulting 137

Consulting Cost-Benefit Experimentation Optimization 137