CIO Business Intelligence

MARCH 25, 2025

CIOs perennially deal with technical debts risks, costs, and complexities. Using the companys data in LLMs, AI agents, or other generative AI models creates more risk. Build up: Databases that have grown in size, complexity, and usage build up the need to rearchitect the model and architecture to support that growth over time.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

O'Reilly on Data

SEPTEMBER 15, 2020

AI Benefits and Stakeholders. AI is a field where value, in the form of outcomes and their resulting benefits, is created by machines exhibiting the ability to learn and “understand,” and to use the knowledge learned to carry out tasks or achieve goals. AI-generated benefits can be realized by defining and achieving appropriate goals.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

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

JANUARY 5, 2025

Research from Gartner, for example, shows that approximately 30% of generative AI (GenAI) will not make it past the proof-of-concept phase by the end of 2025, due to factors including poor data quality, inadequate risk controls, and escalating costs. [1] AI in action The benefits of this approach are clear to see.

Enterprise 124

Enterprise Cost-Benefit Unstructured Data Data Quality 124

David Menninger's Analyst Perspectives

MAY 21, 2025

Early tools applied rudimentary machine learning (ML) models to customer relationship management (CRM) exports, assigning win probability scores or advising on the ideal time to call. Consider a discovery meeting in which the buyer articulates cost reduction goals and cites a two-month deployment window.

Sales 130

Sales Measurement Data-driven Dashboards 130

AWS Big Data

NOVEMBER 22, 2024

Athena plays a critical role in this ecosystem by providing a serverless, interactive query service that simplifies analyzing vast amounts of data stored in Amazon Simple Storage Service (Amazon S3) using standard SQL. Scheduling and automation – dbt Cloud comes with a job scheduler, allowing you to automate the execution of dbt models.

Data Lake 102

Data Lake Data Warehouse Cost-Benefit Data Transformation 102

CIO Business Intelligence

OCTOBER 22, 2024

Organizations that deploy AI to eliminate middle management human workers will be able to capitalize on reduced labor costs in the short-term and long-term benefits savings,” Gartner stated. “AI AI has the capability to perform sentiment analysis on workplace interactions and communications.

Enterprise 135

Enterprise Risk IoT Cost-Benefit 135

CIO Business Intelligence

APRIL 30, 2025

The study found better oversight of business workflows to be the top perceived benefit of it. An AI briefer could inform a sales pipeline review process, for instance, or an AI trainer could simulate customer interactions as part of an onboarding program, he adds. One area is personalizing on-page digital interactions.

IT 139

IT Sales Cost-Benefit Data-driven 139

CIO Business Intelligence

MARCH 19, 2025

Meanwhile, in December, OpenAIs new O3 model, an agentic model not yet available to the public, scored 72% on the same test. Were developing our own AI models customized to improve code understanding on rare platforms, he adds. SS&C uses Metas Llama as well as other models, says Halpin. Devin scored nearly 14%.

Software 143

Software Risk Enterprise Cost-Benefit 143

AWS Big Data

MARCH 13, 2025

In this post, we explore the benefits of SageMaker Unified Studio and how to get started. From within the unified studio, you can discover data and AI assets from across your organization, then work together in projects to securely build and share analytics and AI artifacts, including data, models, and generative AI applications.

Analytics 110

Analytics Data Lake Data Warehouse Data-driven 110

O'Reilly on Data

SEPTEMBER 19, 2023

” Each step has been a twist on “what if we could write code to interact with a tamper-resistant ledger in real-time?” Hadoop’s value—being able to crunch large datasets—often paled in comparison to its costs. Stage 2: Machine learning models Hadoop could kind of do ML, thanks to third-party tools.

Machine Learning 342

Machine Learning Testing Modeling Cost-Benefit 342

CIO Business Intelligence

MARCH 5, 2025

AI requires massive datasets, customized models, and ongoing fine-tuning. Cost and accuracy concerns also hinder adoption. Cost and accuracy concerns also hinder adoption. Benefits of EXLs agentic AI Unlike most AI solutions, which perform a single task, EXLerate.AI Key capabilities of EXLerate.AI

Insurance 85

Insurance Cost-Benefit Interactive Enterprise 85

Cloudera

NOVEMBER 13, 2024

Large Language Models (LLMs) will be at the core of many groundbreaking AI solutions for enterprise organizations. Here are just a few examples of the benefits of using LLMs in the enterprise for both internal and external use cases: Optimize Costs. The Need for Fine Tuning Fine tuning solves these issues.

Data Processing 87

Data Processing Cost-Benefit Machine Learning Testing 87

O'Reilly on Data

NOVEMBER 28, 2023

And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. 16% of respondents working with AI are using open source models. 54% of AI users expect AI’s biggest benefit will be greater productivity.

Enterprise 344

Enterprise Testing Modeling Reporting 344

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. You can refer to this metadata layer to create a mental model of how Icebergs time travel capability works.

Metadata 109

Metadata Snapshot Cost-Benefit Optimization 109

CIO Business Intelligence

DECEMBER 10, 2024

Bogdan Raduta, head of AI at FlowX.AI, says, Gen AI holds big potential for efficiency, insight, and innovation, but its also absolutely important to pinpoint and measure its true benefits. That gives CIOs breathing room, but not unlimited tether, to prove the value of their gen AI investments.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

datapine

NOVEMBER 27, 2019

Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. According to Gartner, poor data quality is estimated to cost organizations an average of $15 million per year in losses. Over the past decade, business intelligence has been revolutionized.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

AWS Big Data

MAY 20, 2025

Enable Amazon Bedrock large language model (LLM) access for Amazon Nova Pro. Then complete the following steps to enable model access in Amazon Bedrock: On the Amazon Bedrock console, in the navigation pane, choose Model access. Choose Enable specific models. The following diagram provides an overview of the solution.

Structured Data 101

Structured Data Data Warehouse Analytics Finance 101

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. These applications are designed to benefit logistics and shipping companies alike. Did you know?

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

CIO Business Intelligence

JANUARY 9, 2025

Generative artificial intelligence ( genAI ) and in particular large language models ( LLMs ) are changing the way companies develop and deliver software. GenAI as ubiquitous technology In the coming years, AI will evolve from an explicit, opaque tool with direct user interaction to a seamlessly integrated component in the feature set.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

Cloudera

JANUARY 7, 2025

As enterprises navigate complex data-driven transformations, hybrid and multi-cloud models offer unmatched flexibility and resilience. Adopting hybrid and multi-cloud models provides enterprises with flexibility, cost optimization, and a way to avoid vendor lock-in. Why Hybrid and Multi-Cloud?

Cost-Benefit 82

Cost-Benefit Optimization Data-driven Strategy 82

CIO Business Intelligence

MARCH 4, 2025

This approach will help businesses maximize the benefits of agentic AI while mitigating risks and ensuring responsible deployment. Abhas Ricky, chief strategy officer of Cloudera, recently noted on LinkedIn the cost challenges involved in managing AI agents.

Management 119

Management IT Cost-Benefit Enterprise 119

datapine

DECEMBER 11, 2019

SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. Flexible payment options: Businesses don’t have to go through the expense of purchasing software and hardware.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

CIO Business Intelligence

AUGUST 9, 2024

This breakthrough technology can comprehend and communicate in natural language, aiding the creation of personalized customer interactions and immersive virtual experiences while supplementing employee capabilities. With generative AI businesses can now boost productivity and reduce costs, fundamentally changing how they work.

Interactive 143

Interactive Cost-Benefit Machine Learning Modeling 143

Smarten

NOVEMBER 7, 2024

Like every other cultural shift within an organization, the management team must support the transition to Citizen Data Scientists by educating team members and helping them to understand the benefits of these changes. ‘To First, business users must understand the role of a Citizen Data Scientist.

Cost-Benefit 62

Cost-Benefit Interactive Forecasting Metrics 62

David Menninger's Analyst Perspectives

MAY 8, 2025

There are already plenty of success stories about enterprises reducing friction for agents, saving time and expanding the breadth of interactions that can be handled automatically. But the funnel that moves interactions through escalations will become tighter, allowing through only complex or high-value issues.

Cost-Benefit 130

Cost-Benefit Key Performance Indicator Interactive Uncertainty 130

datapine

SEPTEMBER 4, 2019

By integrating these key performance indicators (KPIs) and goals into their dashboards, companies can proactively identify issues, minimize costs and strive to exceed performance expectations. That interactivity is indeed what drives a profitable result by visually depict important data which can be accessed by different departments.

Dashboards 263

Dashboards Analytics Key Performance Indicator Sales 263

CIO Business Intelligence

AUGUST 9, 2024

Companies eager to harness these benefits can leverage ready-made, budget-friendly models and customize them with proprietary business data to quickly tap into the power of AI. But first, they need to consider where it fits in their organization, which processes will benefit the most, whether to buy or build it, and what it’ll cost.

Cost-Benefit 140

Cost-Benefit Data Governance Interactive Modeling 140

datapine

FEBRUARY 4, 2020

While your keyboard is burning and your fingers try to keep up with your brain and comprehend all the data you’re writing about, using an interactive online data visualization tool to set specific time parameters or goals you’ve been tracking can bring a lot of saved time and, consequently, a lot of saved money. Regularly monitor your data.

Reporting 280

Reporting Marketing Advertising Metrics 280

Corinium

JUNE 6, 2019

For instance, for a variety of reasons, in the short term, CDAOS are challenged with quantifying the benefits of analytics’ investments. Also, design thinking should play a large role in analytics in terms of how it will benefit the organization and exactly how people will react to and adopt the resulting insights.

Analytics 250

Analytics Insurance Forecasting Deep Learning 250

DataKitchen

AUGUST 3, 2021

This post (1 of 5) is the beginning of a series that explores the benefits and challenges of implementing a data mesh and reviews lessons learned from a pharmaceutical industry data mesh example. DDD divides a system or model into smaller subsystems called domains. Benefits of a Domain. The post What is a Data Mesh?

Data Architecture 246

Data Architecture Data Lake Cost-Benefit Data Warehouse 246

Smart Data Collective

MARCH 14, 2022

Data analytics technology is becoming a more important aspect of business models in all industries. The importance of customer loyalty and customer service has become increasingly well-known and companies have needed to adapt their business models accordingly to gain a competitive edge. SaaS companies are no exception.

Modeling 124

Modeling Analytics Key Performance Indicator Sales 124

datapine

NOVEMBER 11, 2021

1) Benefits Of Business Intelligence Software. Taking all these into consideration, it is impossible to ignore the benefits that your business can endure from implementing BI tools into their data management process. Benefits Of Business Intelligence Software. Table of Contents. 2) Top Business Intelligence Features.

Business Intelligence 213

Business Intelligence Dashboards Interactive Visualization 213

Rocket-Powered Data Science

MAY 21, 2024

To see this, look no further than Pure Storage , whose core mission is to “ empower innovators by simplifying how people consume and interact with data.” RAG is the essential link between two things: (a) the general large language models (LLMs) available in the market, and (b) a specific organization’s local knowledge base.

Cost-Benefit 239

Cost-Benefit Unstructured Data Enterprise Technology 239

datapine

AUGUST 7, 2019

A SaaS dashboard is a powerful business intelligence tool that offers a host of benefits for ambitious tech businesses. Here, we’ll go over the benefits of SaaS technology, explore SaaS dashboard templates in more detail, glance at SaaS examples, and outline the importance of using SaaS business intelligence to develop your business.

Dashboards 168

Dashboards Management KPI Cost-Benefit 168

datapine

APRIL 21, 2022

In other words, it means employing technology to constantly improve the whole company model, including its offerings, customer service, and operations. Your digital marketing KPIs can help marketers with additional essential multi-stage interaction and analytics tools. Interactivity-driven Social Marketing.

Digital Transformation 206

Digital Transformation Marketing Advertising Scorecard 206

datapine

JANUARY 31, 2022

Because things are changing and becoming more competitive in every sector of business, the benefits of business intelligence and proper use of data analytics are key to outperforming the competition. It will ultimately help them spot new business opportunities, cut costs, or identify inefficient processes that need reengineering.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214