Analytics Vidhya

SEPTEMBER 5, 2024

Introduction In the rapidly evolving field of artificial intelligence, the ability to process and understand vast amounts of information is becoming increasingly crucial. This guide will walk you through the […] The post Building Multi-Document Agentic RAG using LLamaIndex appeared first on Analytics Vidhya.

Analytics 271

Analytics Modeling 271

CIO Business Intelligence

MARCH 19, 2025

There are also pure-play agentic AI platform providers such as CrewAI and intelligent automation providers like UiPath. So far, over half a million lines of code have been processed but human supervision is required due to the risk of hallucinations and other quality problems. And thats just the beginning.

Software 143

Software Risk Enterprise Cost-Benefit 143

datapine

APRIL 15, 2020

When encouraging these BI best practices what we are really doing is advocating for agile business intelligence and analytics. Therefore, we will walk you through this beginner’s guide on agile business intelligence and analytics to help you understand how they work and the methodology behind them. What Is Agile Analytics And BI?

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

CIO Business Intelligence

OCTOBER 24, 2024

Yet many still rely on phone calls, outdated knowledge bases, and manual processes. We end up in a cycle of constantly looking back at incomplete or poorly documented trouble tickets to find a solution.” Organizations don’t need to overhaul major business processes to achieve these targeted results, says Taylor.

Machine Learning 110

Machine Learning Software Reporting Interactive 110

CIO Business Intelligence

OCTOBER 30, 2024

With real-time analysis and enriched intelligence, Copilots help teams visualize app, user, and threat activities, providing full context for incidents. By automating routine tasks, these AI assistants enrich intelligence, support informed decision-making, and guide users through complex remediation processes.

Strategy 126

Strategy Reporting Visualization Interactive 126

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 will enable functions such as dynamic content creation, intelligent decision-making and real-time personalization without users having to interact with them directly.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

David Menninger's Analyst Perspectives

OCTOBER 16, 2024

As I noted in the 2024 Buyers Guide for Operational Data Platforms , intelligent applications powered by artificial intelligence have impacted the requirements for operational data platforms. Fauna describes its product as a document-relational database.

Internet of Things 214

Internet of Things Data-driven Data Warehouse Interactive 214

CIO Business Intelligence

JANUARY 15, 2025

2] The myriad potential of GenAI enables enterprises to simplify coding and facilitate more intelligent and automated system operations. GenAI can also harness vast datasets, insights, and documentation to provide guidance during the migration process. The foundation of the solution is also important.

Cost-Benefit 124

Cost-Benefit Data-driven Enterprise Risk 124

datapine

NOVEMBER 27, 2019

Over the past decade, business intelligence has been revolutionized. 2019 was a particularly major year for the business intelligence industry. 2019 was a particularly major year for the business intelligence industry. It will also be a year of collaborative BI and artificial intelligence. Data exploded and became big.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

David Menninger's Analyst Perspectives

JANUARY 21, 2025

Despite all the interest in artificial intelligence (AI) and generative AI (GenAI), ISGs Buyers Guide for Data Platforms serves as a reminder of the ongoing importance of product experience functionality to address adaptability, manageability, reliability and usability. The launch of MongoDB 8.0

Data Lake 130

Data Lake IoT Cost-Benefit Enterprise 130

O'Reilly on Data

JUNE 7, 2022

DeepMind’s new model, Gato, has sparked a debate on whether artificial general intelligence (AGI) is nearer–almost at hand–just a matter of scale. After IBM’s Deep Blue defeated Garry Kasparov in chess, it was easy to say “But the ability to play chess isn’t really what we mean by intelligence.” If we had AGI, how would we know it?

Modeling 364

Modeling Interactive Optimization Deep Learning 364

DataKitchen

NOVEMBER 5, 2024

The Medallion architecture is a design pattern that helps data teams organize data processing and storage into three distinct layers, often called Bronze, Silver, and Gold. Data is typically organized into project-specific schemas optimized for business intelligence (BI) applications, advanced analytics, and machine learning.

Data Quality 198

Data Quality Testing Metrics Reporting 198

Rocket-Powered Data Science

AUGUST 22, 2021

For many years, organizations (mostly consumer-facing) have placed the “voice of the customer” (VoC) high on their priority list of top sources for customer intelligence. AI can be considered as Accelerated, Actionable, Amplified, Assisted, Augmented, even Awesome Intelligence, both for the customer and for the call center staff.

Data-driven 277

Data-driven Interactive Behavioral Analytics Machine Learning 277

Rocket-Powered Data Science

JULY 6, 2021

Is a process modification that saves a minute in someone’s workday considered too minute for consideration? Strategic content management focusses on business outcomes, business process improvement, efficiency (precision – i.e., “did I find only the content that I need without a lot of noise?”), Do not forget the negations.

Strategy 267

Strategy Machine Learning Metadata Knowledge Discovery 267

Rocket-Powered Data Science

MARCH 20, 2023

Content includes reports, documents, articles, presentations, visualizations, video, and audio representations of the insights and knowledge that have been extracted from data. The insights are used to produce informative content for stakeholders (decision-makers, business users, and clients). generate) informative content from insights.

Data Warehouse 325

Data Warehouse Metadata Digital Transformation Machine Learning 325

O'Reilly on Data

DECEMBER 12, 2023

But reading texts has been part of the human learning process as long as reading has existed; and, while we pay to buy books, we don’t pay to learn from them. What should copyright law mean in the age of artificial intelligence? They make it possible to search for relevant or similar documents.) How do we make sense of this?

Modeling 335

Modeling Sales Software Statistics 335

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). are creating additional layers of accountability.

Data Governance 132

Data Governance Risk Insurance Metadata 132

CIO Business Intelligence

DECEMBER 19, 2024

What if artificial intelligence (AI) could prevent 1,000 potential outages and improve IT service health and delivery by more than 75%? 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

CIO Business Intelligence

NOVEMBER 4, 2024

Like many innovative companies, Camelot looked to artificial intelligence for a solution. Compliance fatigue, and the need for automation The Myrddin project was created out of a pressing need among Camelot Secure customers to simplify and accelerate the CMMC process. Myrddin uses AI to interact intelligently with users.

Dashboards 115

Dashboards Risk Risk Management Data-driven 115

AWS Big Data

DECEMBER 18, 2024

The service also provides multiple query languages, including SQL and Piped Processing Language (PPL) , along with customizable relevance tuning and machine learning (ML) integration for improved result ranking. Lexical search relies on exact keyword matching between the query and documents.

Metrics 95

Metrics Modeling Data Processing Machine Learning 95

Cloudera

DECEMBER 9, 2024

An AMP is a pre-built, high-quality minimal viable product (MVP) for Artificial Intelligence (AI) use cases that can be deployed in a single-click from Cloudera AI (CAI). We built this AMP for two reasons: To add an AI application prototype to our AMP catalog that can handle both full document summarization and raw text block summarization.

Machine Learning 75

Machine Learning Modeling Testing Optimization 75

CIO Business Intelligence

APRIL 30, 2025

Were not just automating a handful of manual tasks and processes across a department or two, says Kellie Romack, CDIO at ServiceNow. Many organizations are in the process of moving AI hype into calculated action. One specific example is order processing. Use cases for AI agents span countless business workflows.

IT 139

IT Sales Cost-Benefit Data-driven 139

Rocket-Powered Data Science

FEBRUARY 12, 2021

RPA is Robotic Process Automation, and IPA is Intelligent Process Automation. In the rest of this article, we will refer to IPA as intelligent automation (IA), which is simply short-hand for intelligent process automation. Robotic Process Automation is for “more than once” automation. Sound similar?

ROI 234

ROI Digital Transformation Reporting Machine Learning 234

CIO Business Intelligence

APRIL 24, 2025

The first wave of generative artificial intelligence (GenAI) solutions has already achieved considerable success in companies, particularly in the area of coding assistants and in increasing the efficiency of existing SaaS products. However, these applications only show a small glimpse of what is possible with large language models (LLMs).

Enterprise 125

Enterprise Sales Cost-Benefit B2B 125

CIO Business Intelligence

JANUARY 21, 2025

In the ever-changing landscape of digital threats, artificial intelligence (AI) has emerged as both a formidable ally and a dangerous adversary. At Synechron , we are prioritizing diligence through our payment process to ensure that we have appropriate approval authority including out of band validation of mid-large money transfers.

Behavioral Analytics 122

Behavioral Analytics Data-driven Risk Insurance 122

AWS Big Data

NOVEMBER 22, 2024

At AWS, we are committed to empowering organizations with tools that streamline data analytics and transformation processes. This makes sure your data models are well-documented, versioned, and straightforward to manage within a collaborative environment.

Data Lake 103

Data Lake Data Warehouse Cost-Benefit Data Transformation 103

CIO Business Intelligence

NOVEMBER 19, 2024

But with the advent of GPT-3 in 2020, LLMs exploded onto the scene, captivating the world’s attention and forever altering the landscape of artificial intelligence (AI), and in the process, becoming an essential part of our everyday computing lives. As we look to identify uses for AI Agents, we will find many opportunities.

Testing 135

Testing Cost-Benefit Interactive ROI 135

CIO Business Intelligence

JANUARY 30, 2025

Many companies approach AI by immediately trying to figure out how to apply it to their processes, but one must first know the regulatory framework and know what is possible and what is not, Proietti explains. Inform and educate and simplify are the key words, and thats what the AI Pact is for.

Enterprise 128

Enterprise Risk Reporting Measurement 128

O'Reilly on Data

MAY 9, 2023

Using AI means auditing the outputs of AI systems to ensure that they’re fair; it means documenting the behaviors of AI models and training data sets so that users know how the data was collected and what biases are inherent in that data. Its training data and its design must both be well documented and available to the public.

Modeling 303

Modeling Reporting Data Governance IT 303

datapine

JANUARY 21, 2020

Big data plays a crucial role in online data analysis , business information, and intelligent reporting. That’s where business intelligence reporting comes into play – and, indeed, is proving pivotal in empowering organizations to collect data effectively and transform insight into action. What Is BI Reporting?

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

Rocket-Powered Data Science

MAY 21, 2024

I believe that the time, place, and season for artificial intelligence (AI) data platforms have arrived. Also in the past, it was sufficient for business automation to consist primarily of rigid rule-based robotic non-adaptive repetition of processes and fixed tasks, requiring very little (if any) new knowledge input (i.e.,

Cost-Benefit 239

Cost-Benefit Unstructured Data Enterprise Technology 239

datapine

DECEMBER 11, 2019

Today, most companies are in the process of implementing various business intelligence strategies, turning to SaaS BI tools to assist them in their efforts. From the introduction of artificial intelligence to platform unbundling and beyond, these SaaS trends for 2020 will shape the sector in the dawning of the new year.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

CIO Business Intelligence

AUGUST 9, 2024

Intelligent Search People rely on intelligent search every single day, thanks to LLMs trained on internet datasets. Enterprises have tons of proprietary data in private documents and platforms like Snowflake Data Cloud or Oracle Cloud ERP, crucial for business operations. Take healthcare, for instance.

Interactive 143

Interactive Cost-Benefit Machine Learning Modeling 143

datapine

FEBRUARY 22, 2022

1) What Is A Business Intelligence Strategy? 4) How To Create A Business Intelligence Strategy. Odds are you know your business needs business intelligence (BI). In response to this increasing need for data analytics, business intelligence software has flooded the market. What Is A Business Intelligence Strategy?

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

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 80

Dashboards Modeling Measurement Interactive 80

CIO Business Intelligence

FEBRUARY 26, 2025

The awareness gained in the process often leads to a grounding, also in management: Those who like to talk very loudly about AI, for example, quickly become very quiet again after taking a look at their existing IT infrastructure. In addition, there is often a lack of clear documentation and a deep understanding of the existing architecture.

IT 85

IT Cost-Benefit Optimization Machine Learning 85

O'Reilly on Data

OCTOBER 11, 2022

There seems to be broad agreement that hyperautomation is the combination of Robotic Process Automation with AI. We’ll see it in the processing of the thousands of documents businesses handle every day. We can certainly apply the slogan to many, if not all, clerical tasks–and even to the automation process itself.

Data Integration 353

Data Integration Insurance Dashboards Data-driven 353