Unite.AI

SEPTEMBER 16, 2024

Data often comes in different formats depending on the source. These tools help standardize this data, ensuring consistency. Moreover, data integration tools can help companies save $520,000 annually by automating manual data pipeline creation. Fivetran also provides robust data security and governance.

Data Integration 173

Data Integration ETL Big Data Automation 173

Unite.AI

SEPTEMBER 16, 2024

Data often comes in different formats depending on the source. These tools help standardize this data, ensuring consistency. Moreover, data integration tools can help companies save $520,000 annually by automating manual data pipeline creation. Fivetran also provides robust data security and governance.

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. Amazon Fraud Detector is called for a fraud prediction score using the data extracted from the mortgage documents.

Automation 85

Automation Computer Vision Data Extraction IDP 85

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

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

IBM Journey to AI blog

AUGUST 28, 2023

Data extraction Once you’ve assigned numerical values, you will apply one or more text-mining techniques to the structured data to extract insights from social media data. It also automates tasks like information extraction and content categorization. positive, negative or neutral).

Data Mining 170

Data Mining Convolutional Neural Networks Categorization Machine Learning 170

Marktechpost

JULY 30, 2024

Traditional methods often flatten relational data into simpler formats, typically a single table. While simplifying data structure, this process leads to a substantial loss of predictive information and necessitates the creation of complex data extraction pipelines.

Deep Learning 117

Deep Learning Neural Network Categorization Data Extraction 117

Marktechpost

AUGUST 4, 2023

Docyt Docyt is cloud-based accounting automation software that employs AI technology to perform chores like coding transactions, creating journal entries, and reconciling bank and credit card accounts in QuickBooks. 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

AWS Machine Learning Blog

AUGUST 1, 2024

Underwriters must review and analyze a wide range of documents submitted by applicants, and the manual extraction of relevant information is a time-consuming and error-prone task. This is a complex task when faced with unstructured data, varying document formats, and erroneous data.

Generative AI 120

Generative AI Natural Language Processing Machine Learning AI 120

The MLOps Blog

MARCH 15, 2023

As the volume of data keeps increasing at an accelerated rate, these data tasks become arduous in no time leading to an extensive need for automation. This is what data processing pipelines do for you. Let’s understand how the other aspects of a data pipeline help the organization achieve its various objectives.

Categorization 59

Categorization ETL Data Integration Automation 59

John Snow Labs

JANUARY 30, 2025

Our second use case focuses on first identifying the documents which involve mentions of biomarkers by using a text classifier and then extracting biomarker-related information from clinical reports, identifying key markers and their associated results, such as numeric values or categorical outcomes.

NLP 52

NLP Large Language Models LLM Data Analysis 52

Marktechpost

DECEMBER 24, 2024

These systems are designed to function in dynamic and unpredictable environments, addressing data analysis, process automation, and decision-making tasks. In the initialization phase, the system divides tasks into subtasks and assigns them to specialized agents, each with distinct roles like data extraction, retrieval, and analysis.

Categorization 54

Categorization Large Language Models Data Extraction Artificial Intelligence 54

Dlabs.ai

AUGUST 21, 2023

For instance, tasks involving data extraction, transfer, or essential decision-making based on predefined rules might not require complex algorithms and custom AI software. This involves creating clear and concise consent forms, managing support revocation, and ensuring data is processed only to the extent permitted.

Large Language Models 98

Large Language Models Automation Categorization Data Extraction 98

John Snow Labs

SEPTEMBER 17, 2024

Clinical data abstraction is a standard process in many hospitals and healthcare facilities, which requires enormous amounts of specialized work to extract data from noisy and unstructured sources. Historically, there have been three major barriers to automating this process.

NLP 52

NLP Natural Language Processing Categorization Automation 52

Dlabs.ai

AUGUST 21, 2023

For instance, tasks involving data extraction, transfer, or essential decision-making based on predefined rules might not require complex algorithms and custom AI software. This involves creating clear and concise consent forms, managing support revocation, and ensuring data is processed only to the extent permitted.

Large Language Models 98

Large Language Models Automation AI Modeling Categorization 98

ODSC - Open Data Science

OCTOBER 27, 2023

Traditionally, the extraction of data from documents is manual, making it slow, prone to errors, costly, and challenging to scale. While the industry has been able to achieve some amount of automation through traditional OCR tools, these methods have proven to be brittle, expensive to maintain, and add to technical debt.

IDP 98

IDP LLM Large Language Models Data Science 98

AWS Machine Learning Blog

MAY 7, 2024

Sensitive data extraction and redaction LLMs show promise for extracting sensitive information for redaction. In real-life applications, however, additional evaluation is often necessary to improve the reliability and safety of LLMs for handling confidential data.

Prompt Engineering 117

Prompt Engineering Prompt Engineer Large Language Models LLM 117

John Snow Labs

MAY 24, 2023

Developing a machine learning model requires a big amount of training data. Therefore, the data needs to be properly labeled/categorized for a particular use case. Companies can use high-quality human-powered data annotation services to enhance ML and AI implementations.

Natural Language Processing 52

Natural Language Processing NLP Machine Learning Auto-classification 52

John Snow Labs

JANUARY 30, 2025

With its ability to understand context and relationships between extracted information, Amazon Comprehend Medical offers a robust solution for healthcare professionals and researchers looking to automate data extraction, improve patient care, and streamline clinical workflows.

NLP 52

NLP Natural Language Processing Large Language Models Machine Learning 52

Becoming Human

JUNE 5, 2023

It offers a feature called “topics” that allows users to categorize repositories based on specific subjects or themes. The GitHub Topics Scraper project automates the process of scraping these topics and retrieving relevant repository information.

Python 59

Python Categorization Data Extraction Data Analysis 59

John Snow Labs

JANUARY 30, 2025

With its ability to understand context and relationships between extracted information, Amazon Comprehend Medical offers a robust solution for healthcare professionals and researchers looking to automate data extraction, improve patient care, and streamline clinical workflows.

OpenAI 52

OpenAI NLP Large Language Models Natural Language Processing 52

Viso.ai

AUGUST 20, 2024

Engineers implement smart contracts via blockchain and automation processes. AI can analyze real-time data, define terms, and start smart contract execution. When the network completes several transactions, a large amount of data is gathered, which may be processed and categorized using AI algorithms.

AI Modeling 52

AI Modeling AI AI Machine Learning 52

Dlabs.ai

DECEMBER 6, 2022

They’re the perfect fit for: Image, video, text, data & lidar annotation Audio transcription Sentiment analysis Content moderation Product categorization Image segmentation iMerit also specializes in extraction and enrichment for Computer Vision , NLP , data labeling, and other technologies.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Computer Vision Machine Learning 52

AWS Machine Learning Blog

NOVEMBER 26, 2024

To address these challenges and enhance operational efficiency and scalability, many SOCs are increasingly turning to automation technologies to streamline repetitive tasks, prioritize alerts, and accelerate incident response. We use real incident data from Sophos’s MDR for incident summarization.

LLM 95

LLM Machine Learning ML Prompt Engineering 95

AWS Machine Learning Blog

JANUARY 7, 2025

The answer lay in using generative AI through Amazon Bedrock Flows, enabling them to build an automated, intelligent request handling system that would transform their client service operations. Path to the solution When evaluating solutions for email triage automation, several approaches appeared viable, each with its own pros and cons.

Generative AI 100

Generative AI Automation Data Extraction ETL 100