AI News

SEPTEMBER 26, 2024

Healthcare documentation is an integral part of the sector that ensures the delivery of high-quality care and maintains the continuity of patient information. However, as healthcare providers have to deal with excessive amounts of data, managing it can feel overwhelming. Want to learn more about AI and big data from industry leaders?

IDP 297

IDP Big Data Natural Language Processing Automation 297

Unite.AI

APRIL 4, 2024

These tools harness the power of machine learning, natural language processing, and intelligent automation to simplify the creation, storage, and retrieval of critical business documents. This feature significantly reduces the need for manual data entry, saving time and minimizing the risk of errors.

Automation 278

Automation Machine Learning AI AI 278

AI News

MAY 15, 2024

Pro, it retains the ability for multimodal reasoning across vast amounts of information and features the breakthrough long context window of one million tokens. The company has developed prototype agents that can process information faster, understand context better, and respond quickly in conversation. While lighter-weight than the 1.5

Big Data 314

Big Data Explainability Data Extraction AI 314

Towards AI

JULY 20, 2023

Natural Language Processing Getting desirable data out of published reports and clinical trials and into systematic literature reviews (SLRs) — a process known as data extraction — is just one of a series of incredibly time-consuming, repetitive, and potentially error-prone steps involved in creating SLRs and meta-analyses.

Data Extraction 98

Data Extraction NLP Natural Language Processing Automation 98

Unite.AI

JANUARY 17, 2025

When you're reading a research paper or article online, Paperguide can automatically detect all the important citation information: authors, publication dates, journal names, DOIs, etc. The AI is pretty clever about pulling this data even from tricky sources like PDFs or complex academic websites.

AI Tools 162

AI Tools AI AI Data Extraction 162

Unite.AI

MARCH 7, 2025

Of course, they do have enterprise solutions, but think about itdo you really want to trust third parties with your data? So, lets tackle the nitty gritty of combining the efficiency of automation with the security of local deployment. Data never leaves the organizations servers, ensuring adherence to stringent privacy laws like HIPAA.

AI 191

AI AI Algorithm Data Extraction 191

Unite.AI

FEBRUARY 21, 2025

Akeneo is the product experience (PX) company and global leader in Product Information Management (PIM). How is AI transforming product information management (PIM) beyond just centralizing data? Akeneo is described as the “worlds first intelligent product cloud”what sets it apart from traditional PIM solutions?

Natural Language Processing 147

Natural Language Processing NLP Categorization Algorithm 147

AWS Machine Learning Blog

JUNE 18, 2024

Despite the availability of technology that can digitize and automate document workflows through intelligent automation, businesses still mostly rely on labor-intensive manual document processing. Intelligent automation presents a chance to revolutionize document workflows across sectors through digitization and process optimization.

Automation 116

Automation IDP Generative AI Data Extraction 116

AWS Machine Learning Blog

FEBRUARY 10, 2025

Recognizing the growing complexity of business processes and the increasing demand for automation, the integration of generative AI skills into environments has become essential. The Appian AI Process Platform includes everything you need to design, automate, and optimize even the most complex processes, from start to finish.

Generative AI 67

Generative AI Automation Data Extraction AI 67

Unite.AI

JULY 2, 2023

Real-time customer data is integral in hyperpersonalization as AI uses this information to learn behaviors, predict user actions, and cater to their needs and preferences. This is also a critical differentiator between hyperpersonalization and personalization – the depth and timing of the data used.

Data Analysis 359

Data Analysis AI AI ML 359

Marktechpost

SEPTEMBER 25, 2024

Microsoft’s release of RD-Agent marks a milestone in the automation of research and development (R&D) processes, particularly in data-driven industries. By automating these critical processes, RD-Agent allows companies to maximize their productivity while enhancing the quality and speed of innovations.

Automation 136

Automation AI Tools Data Mining Large Language Models 136

Marktechpost

APRIL 30, 2024

Extracting information quickly and efficiently from websites and digital documents is crucial for businesses, researchers, and developers. They require specific data from various online sources to analyze trends, monitor competitors, or gather insights for strategic decisions.

Python 144

Python Data Extraction Large Language Models Automation 144

Marktechpost

JULY 25, 2024

Unlike conventional programming languages, formal proof languages contain hidden intermediate information, making raw language corpora unsuitable for training. Auto-formalization efforts, while helpful, cannot fully substitute human-crafted data in quality and diversity. Only 61 of these could be compiled without modifications.

Automation 102

Automation Data Scarcity Large Language Models Data Extraction 102

Marktechpost

JULY 3, 2024

MultiOn AI has recently announced the release of its latest innovation, the Retrieve API, an autonomous web information retrieval API designed to revolutionize how developers and businesses extract and utilize web data. The development of the Retrieve API stemmed from feedback received after the launch of the Agent API.

Data Extraction 92

Data Extraction LLM AI AI 92

AWS Machine Learning Blog

MAY 7, 2024

Large language models (LLMs) have unlocked new possibilities for extracting information from unstructured text data. This post walks through examples of building information extraction use cases by combining LLMs with prompt engineering and frameworks such as LangChain.

Prompt Engineering 117

Prompt Engineering Prompt Engineer Large Language Models LLM 117

AWS Machine Learning Blog

JUNE 26, 2024

Intelligent document processing (IDP) applies AI/ML techniques to automate data extraction from documents. In this post, we show how you can automate and intelligently process derivative confirms at scale using AWS AI services. Using IDP can reduce or eliminate the requirement for time-consuming human reviews.

Automation 108

Automation IDP ML AI 108

AWS Machine Learning Blog

JANUARY 13, 2025

Given the value of data today, organizations across various industries are working with vast amounts of data across multiple formats. Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors.

IDP 99

IDP Generative AI Prompt Engineering Prompt Engineer 99

IBM Journey to AI blog

OCTOBER 20, 2023

AI platforms offer a wide range of capabilities that can help organizations streamline operations, make data-driven decisions, deploy AI applications effectively and achieve competitive advantages. AutoML tools: Automated machine learning, or autoML, supports faster model creation with low-code and no-code functionality.

Machine Learning 225

Machine Learning Automation AI AI 225

Unite.AI

SEPTEMBER 19, 2024

These APIs allow companies to integrate natural language understanding, generation, and other AI-driven features into their applications, improving efficiency, enhancing customer experiences, and unlocking new possibilities in automation. Flash $0.00001875 / 1K characters $0.000075 / 1K characters $0.0000375 / 1K characters Gemini 1.5

LLM 246

LLM Automation Large Language Models OpenAI 246

TransOrg Analytics

AUGUST 5, 2024

The explosion of content in text, voice, images, and videos necessitates advanced methods to parse and utilize this information effectively. Enter generative AI, a groundbreaking technology that transforms how we approach data extraction. Generative AI models excel at extracting relevant features from vast amounts of text data.

Data Extraction 52

Data Extraction Generative AI Categorization Automation 52

Marktechpost

MARCH 17, 2025

With the growing need for automation in data extraction, OCR tools have become an essential part of many applications, from digitizing documents to extracting information from scanned images. Optical Character Recognition (OCR) is a powerful technology that converts images of text into machine-readable content.

Python 82

Python Data Extraction Automation ML 82

Unite.AI

OCTOBER 3, 2023

The idea was that with automation and computer power, you can reduce the cost and increase margin in textile. Automating temperature monitoring processes is the most efficient way to ensure the health and safety of all vaccine recipients. At the same time, I was working with Scitex & Xerox in print on-demand systems.

Machine Learning 286

Machine Learning Algorithm Automation Data Extraction 286

AWS Machine Learning Blog

FEBRUARY 21, 2025

Generative AI is revolutionizing enterprise automation, enabling AI systems to understand context, make decisions, and act independently. At AWS, were using the power of models in Amazon Bedrock to drive automation of complex processes that have traditionally been challenging to streamline.

Categorization 83

Categorization IDP Generative AI Automation 83

Marktechpost

FEBRUARY 15, 2025

The core feature of DeepHermes 3 is its ability to switch between intuitive and deep reasoning, allowing users to customize how the model processes and delivers information. Further, the model has an improved function-calling feature that facilitates efficient processing of JSON-structured outputs.

Data Extraction 73

Data Extraction Automation NLP Conversational AI 73

Marktechpost

JULY 28, 2024

Automating the data extraction process, especially from tables and figures, can allow researchers to focus on data analysis and interpretation rather than manual data extraction. Traditionally, researchers extract information from tables and figures manually, which is time-consuming and prone to human error.

Data Extraction 107

Data Extraction AI Modeling Automation Data Analysis 107

Unite.AI

SEPTEMBER 16, 2024

Compiling data from these disparate systems into one unified location. This is where data integration comes in! Data integration is the process of combining information from multiple sources to create a consolidated dataset. Data integration tools consolidate this data, breaking down silos. The challenge?

Data Integration 173

Data Integration ETL Big Data Automation 173

Towards AI

DECEMBER 19, 2024

image source In the era of digital transformation, extracting meaningful insights from multimedia content like videos has become paramount across various industries. Whether youre a data scientist, a content creator, or a business analyst, leveraging advanced multimodal models can unlock a wealth of information embedded within video files.

Data Extraction 116

Data Extraction Data Scientist Automation AI 116

Unite.AI

SEPTEMBER 16, 2024

Compiling data from these disparate systems into one unified location. This is where data integration comes in! Data integration is the process of combining information from multiple sources to create a consolidated dataset. Data integration tools consolidate this data, breaking down silos. The challenge?

Data Integration 173

Data Integration ETL Big Data Automation 173

AWS Machine Learning Blog

MAY 24, 2023

In this three-part series, we present a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. Fraudsters range from blundering novices to near-perfect masters when creating fraudulent loan application documents.

Automation 85

Automation Computer Vision Data Extraction IDP 85

AssemblyAI

MAY 24, 2024

AI-powered highlights and analysis can expedite this process by distilling hours of interviews and discussions into concise summaries and highlight reels that focus on the most important information. Users can use AI to organize, tag, summarize, and analyze their data, helping them uncover insights.

Categorization 147

Categorization Data Analysis AI AI 147

AWS Machine Learning Blog

AUGUST 13, 2024

The healthcare industry generates and collects a significant amount of unstructured textual data, including clinical documentation such as patient information, medical history, and test results, as well as non-clinical documentation like administrative records. Figure 1: Architecture – Standard Form – Data Extraction & Storage.

Data Extraction 128

Data Extraction Machine Learning Generative AI Large Language Models 128

Marktechpost

JUNE 25, 2024

NuMind introduces NuExtract , a cutting-edge text-to-JSON language model that represents a significant advancement in structured data extraction from text. This model aims to transform unstructured text into structured data highly efficiently. Structured extraction tasks vary significantly in complexity.

LLM 103

LLM Data Extraction Machine Learning Automation 103

Topbots

APRIL 4, 2024

Artificial intelligence (AI) is a game-changer in the automation of these mundane tasks. By leveraging AI, organizations can automate the extraction and interpretation of information from documents to focus more on their core activities. Every day, countless hours are spent on sorting, filing, and searching for documents.

Automation 59

Automation IDP NLP Natural Language Processing 59

Unite.AI

OCTOBER 25, 2024

SLK's AI-powered platforms and accelerators are designed to automate and streamline processes, helping businesses reach the market more quickly. These solutions, ranging from data governance to self-service APIs, aim to support the rapid launch of innovations.

Automation 147

Automation Explainability Responsible AI AI Automation 147

Unite.AI

JULY 26, 2024

It’s important to demonstrate your company’s commitment to technology forward approaches such as leveraging automation at the hiring level to attract top talent. No prospect is looking for manual, data entry-heavy positions. AI-driven automation and workflows are attractive to talent.

Automation 130

Automation AI AI Categorization 130

Marktechpost

AUGUST 4, 2023

The important information from an invoice may be extracted without resorting to templates or memorization, thanks to the hundreds of millions of invoices used to train the algorithms. Bookkeeping and other administrative costs can be reduced by digitizing financial data and automating procedures.

AI Tools 98

AI Tools Artificial Intelligence Artificial Intelligence Automation 98

IBM Journey to AI blog

AUGUST 28, 2023

Text mining —also called text data mining—is an advanced discipline within data science that uses natural language processing (NLP) , artificial intelligence (AI) and machine learning models, and data mining techniques to derive pertinent qualitative information from unstructured text data.

Data Mining 170

Data Mining Convolutional Neural Networks Categorization Machine Learning 170