Analytics Vidhya

APRIL 8, 2024

Introduction Venturekit is revolutionizing business planning by melding AI’s power with an intuitive interface, offering a fresh way to craft personalized, detailed business strategies. This approach streamlines the once-complex task of creating business plans and guiding users through questions to produce customized documents.

Strategy 317

Strategy Analytics IT 317

CIO Business Intelligence

JANUARY 13, 2025

There have long been data-driven CX strategies, but never with the autonomous power, or granular insights, that AI and new levels of predictive analytics will deliver in 2025. Advances in AI and ML will automate the compliance, testing, documentation and other tasks which can occupy 40-50% of a developers time.

Technology 133

Technology Interactive Cost-Benefit Testing 133

CIO Business Intelligence

SEPTEMBER 26, 2024

Perhaps the most exciting aspect of cultivating an AI strategy is choosing use cases to bring to life. For many of you, this is the white-knuckle time; the wrong decision can set your GenAI strategy back months. To that end, you IT leaders are grappling with some critical questions as they pursue GenAI application development.

Strategy 140

Strategy Modeling Consulting Sales 140

O'Reilly on Data

MARCH 25, 2025

They also realized that, although LlamaIndex was cool to get this POC out the door, they couldnt easily figure out what prompt it was throwing to the LLM, what embedding model was being used, the chunking strategy, and so on. They used some local embeddings and played around with different chunking strategies.

Testing 168

Testing Data-driven Software Measurement 168

CIO Business Intelligence

OCTOBER 30, 2024

They are inundated by increasingly potent cyber threats, especially as threat actors are now leveraging AI to enhance their attack strategies. To combat these threats, organizations need to rethink their cybersecurity strategies. Immediate access to vast security knowledge bases and quick documentation retrieval are just the beginning.

Strategy 126

Strategy Reporting Visualization Interactive 126

CIO Business Intelligence

JANUARY 15, 2025

Indeed, more than 80% of organisations agree that scaling GenAI solutions for business growth is a crucial consideration in modernisation strategies. [2] GenAI can also harness vast datasets, insights, and documentation to provide guidance during the migration process. The solutionGenAIis also the beneficiary.

Cost-Benefit 124

Cost-Benefit Data-driven Enterprise Risk 124

CIO Business Intelligence

NOVEMBER 1, 2024

Paul Beswick, CIO of Marsh McLennan, served as a general strategy consultant for most of his 23 years at the firm but was tapped in 2019 to relaunch the risk, insurance, and consulting services powerhouse’s global digital practice. MMTech built out data schema extractors for different types of documents such as PDFs.

IT 122

IT Insurance Consulting Risk 122

CIO Business Intelligence

NOVEMBER 15, 2024

It is, he noted, not a final document, but “a living document, because we expect to see massive advancements in the AI space in the coming years.” Overall, he said, this document serves as an acknowledgement that the security and privacy fundamentals that have applied to software systems historically also apply to AI today.

Risk 119

Risk Risk Management Strategy Reporting 119

AWS Big Data

NOVEMBER 19, 2024

A common adoption pattern is to introduce document search tools to internal teams, especially advanced document searches based on semantic search. In a real-world scenario, organizations want to make sure their users access only documents they are entitled to access. The following diagram depicts the solution architecture.

Management 93

Management Metadata Manufacturing Testing 93

datapine

APRIL 15, 2020

When it comes to implementing and managing a successful BI strategy we have always proclaimed: start small, use the right BI tools , and involve your team. Working software over comprehensive documentation. The agile BI implementation methodology starts with light documentation: you don’t have to heavily map this out.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

CIO Business Intelligence

NOVEMBER 27, 2024

By eliminating time-consuming tasks such as data entry, document processing, and report generation, AI allows teams to focus on higher-value, strategic initiatives that fuel innovation. Ensuring these elements are at the forefront of your data strategy is essential to harnessing AI’s power responsibly and sustainably.

Data Governance 132

Data Governance Risk Insurance Metadata 132

CIO Business Intelligence

NOVEMBER 1, 2024

Paul Beswick, CIO of Marsh McLellan, served as a general strategy consultant for most of his 23 years at the firm but was tapped in 2019 to relaunch the risk, insurance, and consulting services powerhouse’s global digital practice. MMTech built out data schema extractors for different types of documents such as PDFs.

IT 105

IT Insurance Consulting Risk 105

CIO Business Intelligence

FEBRUARY 15, 2024

Even moving from a paper document to a file can be challenging. Following are ways CIOs can help overcome disconnect in the C-suite on the evolving nature of their role in an effort to better enable support for their digital strategies. “Change by its very nature generates suspicion and resistance,” says Ardolino.

Strategy 134

Strategy Digital Transformation Cost-Benefit Forecasting 134

CIO Business Intelligence

APRIL 1, 2024

Here veteran IT leaders and advisers offer eight strategies to speed up IT modernization. One of the biggest uses for gen AI is solving for the millions of lines of code that we still use and that doesn’t have any documentation.” Digital Transformation, Enterprise Applications, IT Strategy, Software Development

Strategy 140

Strategy IT Digital Transformation ROI 140

CIO Business Intelligence

JULY 1, 2024

Many small business leaders are still trying to build out an artificial intelligence (AI) strategy to drive efficiencies, supercharge automation and spark creative productivity among their people. What’s clear though, is that these organisations risk being left behind if they aren’t maximising the potential of AI.

Strategy 141

Strategy Technology Optimization Reporting 141

AWS Big Data

NOVEMBER 11, 2024

For agent-based solutions, see the agent-specific documentation for integration with OpenSearch Ingestion, such as Using an OpenSearch Ingestion pipeline with Fluent Bit. This includes adding common fields to associate metadata with the indexed documents, as well as parsing the log data to make data more searchable.

Metadata 108

Metadata Metrics Analytics Data Processing 108

CIO Business Intelligence

NOVEMBER 11, 2024

Research firm IDC projects worldwide spending on technology to support AI strategies will reach $337 billion in 2025 — and more than double to $749 billion by 2028. For the global risk advisor and insurance broker that includes use cases for drafting emails and documents, coding, translation, and client research.

ROI 137

ROI Cost-Benefit Risk Experimentation 137

David Menninger's Analyst Perspectives

JANUARY 21, 2025

MongoDB was founded in 2007 and has established itself as one of the most prominent NoSQL database providers with its document-oriented database and associated cloud services. The launch of MongoDB 8.0 highlighted the recent advances the company has made in terms of performance, security, availability and resilience.

Data Lake 130

Data Lake IoT Cost-Benefit Enterprise 130

CIO Business Intelligence

JANUARY 9, 2025

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. Sliding window technique: A sliding window can be used to analyze long text sequences, such as time series data or long documents. Robert Glaser is Head of Data & AI at INNOQ.

Software 128

Software Enterprise Key Performance Indicator Machine Learning 128

CIO Business Intelligence

OCTOBER 25, 2023

Here, MACH Alliance members and other IT leaders offer the following three commandments that should underpin any API strategy. These principles not only ensure software systems work well together, but also that teams work together in service of the organization’s overall software development strategy.

Strategy 138

Strategy Software Enterprise Technology 138

CIO Business Intelligence

AUGUST 21, 2024

Defense in depth How the CSP attracts, trains, and retains security professionals is certainly an issue to raise when vetting providers, along with the company’s overall security strategy. Adherence to a defense-in-depth strategy should be front and center. To learn more, visit Hyland. [1]

Strategy 124

Strategy Measurement Risk Reporting 124

CIO Business Intelligence

OCTOBER 24, 2024

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. High quality documentation results in high quality data, which both human and artificial intelligence can exploit.”

Machine Learning 110

Machine Learning Software Reporting Interactive 110

AWS Big Data

NOVEMBER 11, 2024

Disaster recovery is vital for organizations, offering a proactive strategy to mitigate the impact of unforeseen events like system failures, natural disasters, or cyberattacks. In Disaster Recovery (DR) Architecture on AWS, Part I: Strategies for Recovery in the Cloud , we introduced four major strategies for disaster recovery (DR) on AWS.

Snapshot 97

Snapshot Strategy Dashboards Data Lake 97

CIO Business Intelligence

APRIL 8, 2025

I aim to outline pragmatic strategies to elevate data quality into an enterprise-wide capability. This challenge remains deceptively overlooked despite its profound impact on strategy and execution. Publish metadata, documentation and use guidelines. This mindset creates long-term accountability and lifecycle awareness.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

AWS Big Data

NOVEMBER 22, 2024

Key concepts To understand the value of RFS and how it works, let’s look at a few key concepts in OpenSearch (and the same in Elasticsearch): OpenSearch index : An OpenSearch index is a logical container that stores and manages a collection of related documents. to OpenSearch 2.x),

Snapshot 81

Snapshot Metadata Recreation/Entertainment Data Processing 81

CIO Business Intelligence

JULY 10, 2024

Effective partnering requires transparency and clear documentation from vendors. Build versus buy: A balanced approach Organizations should adopt a mix of build-and-buy strategies tailored to their specific business and technology contexts. GenAI is increasingly being integrated into existing enterprise applications.

Risk 111

Risk Strategy Consulting Cost-Benefit 111

CIO Business Intelligence

JANUARY 14, 2025

Documentation and diagrams transform abstract discussions into something tangible. From documentation to automation Shawn McCarthy 3. Complex ideas that remain purely verbal often get lost or misunderstood. This alignment sets the stage for how we execute our transformation. From control to enablement Shawn McCarthy 2.

Enterprise 119

Enterprise Technology Metrics Measurement 119

O'Reilly on Data

APRIL 25, 2023

First, note the overall strategy Xu Hao uses to write this code. He is using a strategy called “Knowledge Generation.” ChatGPT is just another step in this direction: it automates looking up documentation and asking questions on StackOverflow. His first prompt is very long.

Testing 364

Testing Software Strategy Enterprise 364

O'Reilly on Data

JULY 15, 2019

A look at how guidelines from regulated industries can help shape your ML strategy. Regulators behind SR 11-7 also emphasize the importance of data—specifically data quality , relevance , and documentation. The document goes on to propose a framework for risk management and best practices for evolving such ML/AI based systems.

Machine Learning 51

Machine Learning Management Enterprise Risk Management 51

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. Tenjin GPT is first step in a long-term gen AI strategy, according to Nathan Rogers, CIO of SAIC. “We

IT 132

IT Manufacturing Data Science Modeling 132

CIO Business Intelligence

FEBRUARY 6, 2025

As someone deeply involved in shaping data strategy, governance and analytics for organizations, Im constantly working on everything from defining data vision to building high-performing data teams. Think sentiment analysis of customer reviews, summarizing lengthy documents or extracting information from medical records.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

O'Reilly on Data

MARCH 20, 2019

They could also share their strategy with others, potentially leading to large losses for your company. These accurate and interpretable models are easier to document and debug than classic machine learning blackboxes. Model documentation has been traditionally applied to highly transparent linear models.

Modeling 278

Modeling Machine Learning Predictive Modeling Consulting 278

CIO Business Intelligence

SEPTEMBER 27, 2023

“Most recently, our product teams have been piloting and successfully deploying new capabilities with gen AI in areas of content localization, content production, assessment creation, and assessment strategies, as well as within our search and recommendation engines,” says Orla Daly, CIO.

Strategy 126

Strategy Data-driven Risk Technology 126

datapine

MAY 27, 2020

In recent years, analytical reporting has evolved into one of the world’s most important business intelligence components, compelling companies to adapt their strategies based on powerful data-driven insights. It’s possible to write an analytical report using a spreadsheet, whitepaper, or a simple Word document or file. Sales Target.

Reporting 245

Reporting Analytics Dashboards Sales 245

AWS Big Data

FEBRUARY 21, 2025

Search applications include ecommerce websites, document repository search, customer support call centers, customer relationship management, matchmaking for gaming, and application search. Before FMs, search engines used a word-frequency scoring system called term frequency/inverse document frequency (TF/IDF).

Dashboards 74

Dashboards Modeling Measurement Interactive 74

Smart Data Collective

SEPTEMBER 29, 2022

One study by Think With Google shows that marketing leaders are 130% as likely to have a documented data strategy. Data strategies are becoming more dependent on new technology that is arising. Optical Character Recognition, or OCR, is a technology for reading documents and extracting data.

Data-driven 145

Data-driven Data Quality Optimization Insurance 145

Corinium

FEBRUARY 14, 2020

Imagine an employee trying to check their emails, schedule a meeting or edit a document without these essential skills. If a person can’t read or write, simple, everyday tasks become impossible.

Enterprise 221

Enterprise Digital Transformation Strategy 221