Ontotext

JANUARY 10, 2025

We also experimented with prompt optimization tools, however these experiments did not yield promising results. In many cases, prompt optimizers were removing crucial entity-specific information and oversimplifying. The post How Far We Can Go with GenAI as an Information Extraction Tool appeared first on Ontotext.

Informatics 59

Informatics Modeling Metadata Experimentation 59

Analytics Vidhya

JUNE 21, 2023

Accurate predictions can help businesses make informed decisions, optimize processes, and gain a competitive edge. Introduction Time-series forecasting plays a crucial role in various domains, including finance, weather prediction, stock market analysis, and resource planning.

Forecasting 343

Forecasting Finance Optimization Modeling 343

CIO Business Intelligence

OCTOBER 24, 2024

While LLMs are trained on large amounts of information, they have expanded the attack surface for businesses. Threat actors have their eyes set on AI-powered cybersecurity tools that gather information across data sets, which can include confidential information. Take for instance large language models (LLMs) for GenAI.

Risk 128

Risk Measurement Optimization Machine Learning 128

Analytics Vidhya

MAY 7, 2024

However, inaccurate retrieval can lead to sub-optimal responses. Cohere’s re-ranker model enhances this process by evaluating and ordering search results based on contextual relevance, improving accuracy and saving time for specific information seekers.

Optimization 326

Optimization Modeling Analytics 326

CIO Business Intelligence

MAY 2, 2025

And by using digital twins of factories and processes, BMW plans, simulates, and optimizes processes using virtualization, the third pillar, before physical changes are made. Time is of the essence The vision is to optimize and control production in real time. Virtual view of an assembly line in Omniverse.

Optimization 105

Optimization Data Science Strategy Modeling 105

David Menninger's Analyst Perspectives

NOVEMBER 5, 2024

For example, many tasks in the accounting close follow iterative paths involving multiple participants, as do supply chain management events where a delivery delay can set up a complex choreography of collaborative decision-making to deal with the delay, preferably in a relatively optimal fashion.

Optimization 130

Optimization Machine Learning Software Interactive 130

Analytics Vidhya

JANUARY 3, 2024

Accurate forecasting allows businesses to make informed decisions, optimize resources, and plan for the future effectively. Introduction Time-series forecasting is a crucial task in various domains, including finance, sales, and energy demand.

Forecasting 306

Forecasting Finance Sales Optimization 306

CIO Business Intelligence

OCTOBER 30, 2024

As businesses increasingly rely on digital platforms to interact with customers, the need for advanced tools to understand and optimize these experiences has never been greater. While Felix AI already enables businesses to process data at scale and act on insights faster, the potential for further automation and optimization is vast.

Analytics 128

Analytics Metrics Optimization Interactive 128

Analytics Vidhya

MARCH 6, 2024

Introduction Businesses and organizations rely heavily on insights to make informed decisions in today’s data-driven world. Actionable insights are the key to success, whether understanding customer preferences, improving product offerings, or optimizing marketing strategies.

Data-driven 303

Data-driven Optimization Strategy Marketing 303

CIO Business Intelligence

DECEMBER 10, 2024

To integrate AI into enterprise workflows, we must first do the foundation work to get our clients data estate optimized, structured, and migrated to the cloud. Once the data foundation is in place, it is important to then select and embed the best combination of AI models into the workflow to optimize for cost, latency, and accuracy.

Modeling 116

Modeling Insurance Unstructured Data Experimentation 116

CIO Business Intelligence

APRIL 24, 2025

Although data has always accumulated naturally, the result of ever-growing consumer and business activity, data growth is expanding exponentially, opening opportunities for organizations to monetize unprecedented amounts of information. Important to this, he says, is pinpointing the exact problem your data solves.

Data-driven 134

Data-driven Marketing Risk Sales 134

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. Agentic AI can make sales more effective by handling lead scoring, assisting with customer segmentation, and optimizing targeted outreach, he says.

IT 139

IT Sales Cost-Benefit Data-driven 139

David Menninger's Analyst Perspectives

MAY 20, 2025

It provides the necessary information to assess alternatives, and it does so in quick order to make planning actionable. If the shutdown stretches into weeks or months, what is the best response, including the optimal allocation of available products? This last item is likely to increase FP&A effectiveness.

Forecasting 130

Forecasting Software Finance Uncertainty 130

AWS Big Data

OCTOBER 17, 2024

Whether you’re just getting started with searches , vectors, analytics, or you’re looking to optimize large-scale implementations, our channel can be your go-to resource to help you unlock the full potential of OpenSearch Service.

Analytics 114

Analytics Optimization Data-driven Data Architecture 114

CIO Business Intelligence

JANUARY 21, 2025

Build toward intelligent document management Most enterprises have document management systems to extract information from PDFs, word processing files, and scanned paper documents, where document structure and the required information arent complex. Why should CIOs bet on unifying their data and AI practices?

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

AWS Big Data

OCTOBER 9, 2024

We outline cost-optimization strategies and operational best practices achieved through a strong collaboration with their DevOps teams. We also discuss a data-driven approach using a hackathon focused on cost optimization along with Apache Spark and Apache HBase configuration optimization. This sped up their need to optimize.

Optimization 128

Optimization Testing Data-driven Strategy 128

David Menninger's Analyst Perspectives

DECEMBER 7, 2022

It allows organizations to extract information in real time and answer wide-ranging business questions. Embedding analytics helps tackle the issue of extracting information from data which is a time-consuming process. On top of that, they are adding more data sources and information systems which in turn introduces more complexity.

Analytics 262

Analytics Business Intelligence Optimization IT 262

AWS Big Data

JANUARY 9, 2025

Iceberg offers distinct advantages through its metadata layer over Parquet, such as improved data management, performance optimization, and integration with various query engines. Having chosen Amazon S3 as our storage layer, a key decision is whether to access Parquet files directly or use an open table format like Iceberg.

Metadata 110

Metadata Snapshot Cost-Benefit Optimization 110

CIO Business Intelligence

NOVEMBER 21, 2024

Rather than produce physical goods, however, AI factories will create actionable intelligence, exciting content, and fresh insights—information businesses need to make crucial decisions and seize new opportunities. This is done through its broad portfolio of AI-optimized infrastructure, products, and services.

IT 111

IT Cost-Benefit Optimization Manufacturing 111

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. To work effectively, big data requires a large amount of high-quality information sources. A testament to the rising role of optimization in logistics.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

CIO Business Intelligence

NOVEMBER 5, 2024

A lot of that unstructured information needs to be routed to the right Mastercard customer experience team member as quickly as possible. We have a new tool called Authorization Optimizer, an AI-based system using some generative techniques but also a lot of machine learning.

B2B 132

B2B Machine Learning Technology Marketing 132

BizAcuity

FEBRUARY 21, 2025

Yet, despite having all this information at their fingertips, many organizations struggle to translate it into meaningful action. Instead of operating in silos, organizations gain a unified, real-time view of performance , allowing them to make faster, more informed decisions. Because data without intelligence is just noise.

Dashboards 52

Dashboards Optimization Finance Sales 52

datapine

AUGUST 19, 2020

In our cutthroat digital economy, massive amounts of data are gathered, stored, analyzed, and optimized to deliver the best possible experience to customers and partners. At the same time, inventory metrics are needed to help managers and professionals in reaching established goals, optimizing processes, and increasing business value.

Metrics 286

Metrics KPI Cost-Benefit Dashboards 286

CIO Business Intelligence

DECEMBER 5, 2024

For chief information officers (CIOs), the lack of a unified, enterprise-wide data source poses a significant barrier to operational efficiency and informed decision-making. An analysis uncovered that the root cause was incomplete and inadequately cleaned source data, leading to gaps in crucial information about claimants.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

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. RAG enhances the accuracy of generated responses by retrieving relevant information from external sources before generating an answer.

Finance 130

Finance Prescriptive Analytics Cost-Benefit Manufacturing 130

AWS Big Data

DECEMBER 4, 2024

The adoption of open table formats is a crucial consideration for organizations looking to optimize their data management practices and extract maximum value from their data. The AWS Glue Data Catalog addresses these challenges through its managed storage optimization feature. In earlier posts, we discussed AWS Glue 5.0

Snapshot 84

Snapshot Metadata Data Lake Optimization 84

datapine

JUNE 5, 2019

That’s an unfathomable amount of information. 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.

Dashboards 316

Dashboards KPI Sales Visualization 316

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

CIO Business Intelligence

JANUARY 15, 2025

With a political shift in the US that may be more friendly to mergers and acquisitions, 2025 may be a moment for tech companies to free up capital for high-growth opportunities like AI through optimization of their portfolio via targeted strategic divestitures, Brundage and his blog coauthors write.

Sales 130

Sales Data-driven Marketing Optimization 130

CIO Business Intelligence

APRIL 10, 2025

The goal is to give such leaders widespread visibility into planning, benchmarking, and optimization of their IT investments, according to the TBM Council. We use the framework to make informed invest and divest decisions. TBM is a discipline designed to provide an IT spending and value framework for CIOs, CTOs, and CFOs.

ROI 100

ROI Optimization Risk Management Forecasting 100

DataKitchen

NOVEMBER 5, 2024

Data is typically organized into project-specific schemas optimized for business intelligence (BI) applications, advanced analytics, and machine learning. Such issues often go unnoticed until a user or analyst reports missing information in a dashboard or report, by which point the delay has already impacted business decision-making.

Data Quality 198

Data Quality Testing Metrics Reporting 198

CIO Business Intelligence

OCTOBER 10, 2024

This could involve adopting cloud computing, optimizing data center energy use, or implementing AI-powered energy management tools. CIOs must stay informed about emerging solutions that reduce the energy demands of AI and blockchain while maintaining their operational benefits.

Metrics 124

Metrics Optimization Strategy Technology 124

datapine

NOVEMBER 27, 2019

It is not only important to gather as much information possible, but the quality and the context in which data is being used and interpreted serves as the main focus for the future of business intelligence. Predictive analytics is the practice of extracting information from existing data sets in order to forecast future probabilities.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

David Menninger's Analyst Perspectives

JANUARY 21, 2025

These include architectural optimizations to reduce memory usage and query times with more efficient batch processing to deliver better throughput, faster bulk writes and accelerated concurrent writes during data replication. also delivers enhanced developer-centric features focused on the development of AI applications.

Data Lake 130

Data Lake IoT Cost-Benefit Enterprise 130

CIO Business Intelligence

JANUARY 14, 2025

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. Understanding opportunities and limitations of existing platforms and capabilities informs the city plan to prioritize investments for the growth needed.

Enterprise 119

Enterprise Technology Metrics Measurement 119