CIO Business Intelligence

NOVEMBER 19, 2024

From obscurity to ubiquity, the rise of large language models (LLMs) is a testament to rapid technological advancement. Kevin Weil, chief product officer at OpenAI, wants to make it possible to interact with AI in all the ways that you interact with another human being. Let’s start with the basics: What is an agent?

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Testing Cost-Benefit Interactive ROI 135

CIO Business Intelligence

OCTOBER 24, 2024

For many, the main channel of interaction with users is the telephone. We end up in a cycle of constantly looking back at incomplete or poorly documented trouble tickets to find a solution.” The number one help desk data issue is, without question, poorly documented resolutions,” says Taylor.

Machine Learning 110

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Rocket-Powered Data Science

AUGUST 22, 2021

The goals of such activities are to improve customer service, customer interactions, customer engagement, and customer experience (CX) through just-in-time customer assistance, personalization, and loyalty-building activities. Not only is the CX amplified, but so is the EX (Employee Experience).

Data-driven 277

Data-driven Interactive Behavioral Analytics Machine Learning 277

CIO Business Intelligence

OCTOBER 30, 2024

Palo Alto Networks, for example, released three AI-powered Copilots that have the power to transform how cybersecurity professionals interact with their technology environments, enabling them to focus on strategic decision-making and complex problem-solving. Experts across cybersecurity are looking at ways to address these challenges.

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CIO Business Intelligence

NOVEMBER 27, 2024

The transformative power of AI is already evident in the way it drives significant operational efficiencies, particularly when combined with technologies like robotic process automation (RPA). The platform also offers a deeply integrated set of security and governance technologies, ensuring comprehensive data management and reducing risk.

Data Governance 132

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Smart Data Collective

FEBRUARY 8, 2022

More companies are relying on cloud technology than ever before. One of the underappreciated benefits of cloud technology is that it makes it easier to work with virtual assistants. Cloud technology has helped VAs perform their jobs more easily and effortlessly exchange documents with their employers.

Technology 145

Technology Cost-Benefit Business Intelligence Marketing 145

CIO Business Intelligence

APRIL 30, 2025

AI agents are valuable across sales, service, marketing, IT, HR, and really all business teams, says Andy White, SVP of business technology at Salesforce. 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.

IT 139

IT Sales Cost-Benefit Data-driven 139

CIO Business Intelligence

JANUARY 9, 2025

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. Today, such an ML model can be easily replaced by an LLM that uses its world knowledge in conjunction with a good prompt for document categorization.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

O'Reilly on Data

SEPTEMBER 17, 2024

AI is everywhere—we’re in a middle of a technology shift that’s as big (and possibly bigger) than the arrival of the web in the 1990s. Prompts” implies chat and dialogue, but we’re using it for any kind of interaction, even (especially) if you’re writing software that generates or modifies prompts). It may reduce hallucination.

Modeling 303

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Rocket-Powered Data Science

MAY 21, 2024

Pure Storage empowers enterprise AI with advanced data storage technologies and validated reference architectures for emerging generative AI use cases. 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.” Summary AI devours data.

Cost-Benefit 239

Cost-Benefit Unstructured Data Enterprise Technology 239

AWS Big Data

DECEMBER 18, 2024

Lexical search relies on exact keyword matching between the query and documents. For a natural language query searching for super hero toys, it retrieves documents containing those exact terms. Documents are first turned into an embedding or encoded offline and queries are encoded online at search time. See Cohere Rerank 3.5

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CIO Business Intelligence

JULY 1, 2024

1 Meanwhile Tom Mainelli, group vice president for device and consumer research at IDC, says: “The NPU-equipped AI PCs shipping today are the beginning of a technology ramp that could lead to big changes in the way we interact with our PCs.”

Strategy 141

Strategy Technology Optimization Reporting 141

O'Reilly on Data

JULY 15, 2019

As companies use machine learning (ML) and AI technologies across a broader suite of products and services, it’s clear that new tools, best practices, and new organizational structures will be needed. Financial services firms have a rich tradition of being early adopters of many new technologies, and AI is no exception: Figure 1.

Machine Learning 52

Machine Learning Management Enterprise Risk Management 52

CIO Business Intelligence

FEBRUARY 6, 2025

They promise to revolutionize how we interact with data, generating human-quality text, understanding natural language and transforming data in ways we never thought possible. Tableau, Qlik and Power BI can handle interactive dashboards and visualizations. This article reflects some of what Ive learned. And guess what?

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

AWS Big Data

NOVEMBER 27, 2024

dbt helps manage data transformation by enabling teams to deploy analytics code following software engineering best practices such as modularity, continuous integration and continuous deployment (CI/CD), and embedded documentation. To add documentation: Run dbt docs generate to generate the documentation for your project.

Data Warehouse 110

Data Warehouse Analytics Testing Sales 110

datapine

APRIL 15, 2020

17 software developers met to discuss lightweight development methods and subsequently produced the following manifesto : Manifesto for Agile Software Development: Individuals and interactions over processes and tools. Working software over comprehensive documentation. Finalize documentation, where necessary. Finalize testing.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

AWS Big Data

FEBRUARY 21, 2025

Artificial intelligence (AI) has transformed how humans interact with information in two major wayssearch applications and generative AI. Search applications include ecommerce websites, document repository search, customer support call centers, customer relationship management, matchmaking for gaming, and application search.

Dashboards 81

Dashboards Modeling Measurement Interactive 81

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. But with generative AI models, organizations can summarize documents, recordings and videos within seconds.

Interactive 143

Interactive Cost-Benefit Modeling Machine Learning 143

Smart Data Collective

NOVEMBER 20, 2022

The lack of the right resources, technology, and, most importantly, communication channels could bring unwarranted stress to the organization. The good news is that cloud technology can improve communication and reduce employee turnover. . 5 ways cloud technology can improve business communication. Improves onboarding process.

Technology 130

Technology Unstructured Data Strategy Cost-Benefit 130

Smart Data Collective

MAY 16, 2023

AI technology has taken off over the past year. As a result, more developers are creating powerful apps that use AI technology to meet the needs of their users. Leading mobile app development, businesses face challenges in developing apps that keep up with evolving technology. Better Security AI technology has done many things.

Technology 116

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CIO Business Intelligence

NOVEMBER 4, 2024

It utilized Generative AI technologies including large language models like GPT-4, which uses natural language processing to understand and generate human language, and Google Gemini, which is designed to handle not just text, but images, audio, and video. Myrddin uses AI to interact intelligently with users.

Dashboards 115

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CIO Business Intelligence

NOVEMBER 7, 2024

TIAA has launched a generative AI implementation, internally referred to as “Research Buddy,” that pulls together relevant facts and insights from publicly available documents for Nuveen, TIAA’s asset management arm, on an as-needed basis. When the research analysts want the research, that’s when the AI gets activated.

IT 132

IT Manufacturing Data Science Modeling 132

CIO Business Intelligence

JANUARY 21, 2025

Companies like CrowdStrike have documented that their AI-driven systems can detect threats in under one second. However, this approach also requires human interaction to validate any findings or recommendations from AI to prioritize the remediations or responses that are required based on the criticality of the asset.

Behavioral Analytics 122

Behavioral Analytics Data-driven Risk Insurance 122

O'Reilly on Data

JUNE 7, 2022

Minutes from prior conferences, documents about Methodist rules and procedures, and a few other things. Optimizing the specialization process is crucial because we’ve turned a technology question into an economic question. If that interaction is going to be productive, we will need a lot from AI.

Modeling 364

Modeling Interactive Optimization Deep Learning 364

CIO Business Intelligence

DECEMBER 20, 2024

Its become ultra-important for CISOs to monitor LLM interactions, track protected source code in cloud repositories (repos), and prevent unauthorized AI indexing of intellectual property and other private data. Thats an additional hand-wringing dilemma shared by technology executives. For many, thats a significant blind spot.

Risk 105

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O'Reilly on Data

JULY 20, 2021

That model doesn’t fit reality: the identity of a communal device isn’t a single person, but everyone who can interact with it. Remote work changes when and where I should interact with work. Few things within a home are restricted–possibly a safe with important documents. It also assumes this technology is secure.

Risk 335

Risk Software Interactive Modeling 335

datapine

NOVEMBER 27, 2019

Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. This concept is called generative adversarial networks (GANs) and can be used in online verification processes, like CAPTCHA technology. technologies, with online BI tools. Data exploded and became big.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

AWS Big Data

MAY 2, 2025

Applications are increasingly using AI and search to reinvent and improve user interactions, content discovery, and automation to uplift business outcomes. They consist of: A data sample of the documents you want to index. A pipeline of processors that apply transforms on ingested documents.

Machine Learning 87

Machine Learning Visualization Dashboards Metadata 87

AWS Big Data

OCTOBER 14, 2024

Amazon Athena provides interactive analytics service for analyzing the data in Amazon Simple Storage Service (Amazon S3). Amazon EMR provides a big data environment for data processing, interactive analysis, and machine learning using open source frameworks such as Apache Spark, Apache Hive, and Presto.

Metadata 105

Metadata Data Lake Modeling Data Warehouse 105

Smart Data Collective

NOVEMBER 3, 2021

However, there are other segments of the financial industry that also rely on AI technology. Banks have been slower to adapt AI technology than some other institutions. Banks are finding ever more creative applications to AI technology to conduct actuarial analyses. The banking industry is among them. Integrated lending module.

Software 138

Software Data-driven Interactive Insurance 138

O'Reilly on Data

JUNE 14, 2024

Generative AI may be a groundbreaking new technology, but it’s also unleashed a torrent of complications that undermine its trustworthiness, many of which are the basis of lawsuits. How O’Reilly Answers Came to Be O’Reilly is a technology-focused learning platform that supports the continuous learning of tech teams.

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CIO Business Intelligence

JUNE 26, 2024

Stanford Medicine Children’s Health, the University of Miami Health System, and Atlantic Health have all moved forward with projects in the areas of precision medicine, machine learning, ambient documentation, and more. Technology was actually contributing to clinician overload. And IT’s responsibility doesn’t end with deployment.

Data Processing 134

Data Processing Interactive Machine Learning Technology 134

datapine

JUNE 5, 2019

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. They Are Interactive. What Is A Data Dashboard? click to enlarge**.

Dashboards 316

Dashboards KPI Sales Visualization 316

CIO Business Intelligence

MARCH 25, 2025

Architecture debt that erodes to create legacy systems Some forms of application architecture debt can be remedied through modernizations, migrating applications to new platforms, or using gen AI tools to document and explain legacy codebases.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

O'Reilly on Data

SEPTEMBER 19, 2023

” That came to mind when a friend raised a point about emerging technology’s fractal nature. ” Each step has been a twist on “what if we could write code to interact with a tamper-resistant ledger in real-time? .” A single document may represent thousands of features. Cloud computing?

Machine Learning 339

Machine Learning Testing Modeling Cost-Benefit 339

O'Reilly on Data

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. Executive Summary We’ve never seen a technology adopted as fast as generative AI—it’s hard to believe that ChatGPT is barely a year old. When 26% of a survey’s respondents have been working with a technology for under a year, that’s an important sign of momentum.

Enterprise 342

Enterprise Modeling Testing Reporting 342

Smart Data Collective

MARCH 14, 2023

Locally run AI models can be more interactive. Developed by Netscape, JS allows developers to create dynamic and interactive web pages to interact with visitors and perform complex actions. It also allows users to load content into the document without reloading the entire page. The list is endless.

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Interactive IoT Data Science Data-driven 128