Astera

JANUARY 1, 2025

Extracts vital invoice details like invoice number, total amount, dates, and line items from various document formats, including PDFs, scanned images, and even handwritten invoices, ensuring accuracy across formats. Rossum Rossum is an AI-based, cloud-native document processing solution designed for transactional documents.

Documentation 52

Documentation Procurement Artificial Intelligence Planning 52

Business Analysts

APRIL 5, 2023

by Business Analysis, Artificial intelligence (AI) is rapidly transforming the business landscape by enabling organizations to leverage data insights and automate routine tasks. Data analysis and modelling : AI projects require large amounts of data to train machine learning models.

Artificial Intelligence 52

Artificial Intelligence Business Analysis Business Analysis Requirements Gathering 52

Astera

OCTOBER 29, 2024

Information extraction (IE) finds its roots in the early development of natural language processing (NLP) and artificial intelligence (AI), when the focus was still on rule-based systems that relied on hand-crafted linguistic instructions to extract specific information from text. What is information extraction?

Documentation 52

Documentation Healthcare Artificial Intelligence Financial Analysis 52

Astera

APRIL 28, 2023

With the ever-increasing volume of data generated and collected by companies, manual data management practices are no longer effective. This is where intelligent systems come in. These sources generate vast amounts of unstructured data that require advanced AI techniques to effectively capture and analyze it.

Data Management 93

Data Management Artificial Intelligence Predictive Analytics Data Quality 93

Astera

APRIL 2, 2023

With the rise of artificial intelligence (AI) ushering in a new era of efficiency and accuracy, we’ve seen significant growth in the financial realm. Learn how automated data extraction is revolutionizing the finance industry. When it comes to finance, accurate data is the name of the game.

Finance 52

Finance Documentation Artificial Intelligence Data Quality 52

Astera

DECEMBER 3, 2024

One popular use case is AI to extract data from PDF files. PDF, short for portable document format, is a ubiquitous format used for reports, invoices, statements, and many other types of documents. Despite their ubiquity in document storage and sharing, PDFs pose certain challenges when it comes to data extraction.

Documentation 52

Documentation Data Quality Business Intelligence Business Intelligence 52

Astera

JUNE 14, 2023

What is Document Data Extraction? Document data extraction refers to the process of extracting relevant information from various types of documents, whether digital or in print. The process enables businesses to unlock valuable information hidden within unstructured documents.

Documentation 52

Documentation Supply Chain Healthcare Logistics 52

CMW Lab Blog

NOVEMBER 9, 2023

In today’s digital age, the need for efficient document management is paramount. Businesses and organizations generate vast amounts of documents, from invoices and contracts to reports and emails. Managing these documents manually can be time-consuming, error-prone, and costly. What is a Document Management System (DMS)?

Documentation 52

Documentation Digital Artificial Intelligence Monitoring 52

Astera

DECEMBER 16, 2024

What is one thing all artificial intelligence (AI), business intelligence (BI), analytics, and data science initiatives have in common? They all need data pipelines for a seamless flow of high-quality data. This means you only pay for what you use without worrying about vendor lock-in.

Data Warehouse 52

Data Warehouse Real-time Data Monitoring Data Quality 52

Astera

MAY 4, 2023

Given that transparency plays an important role in document processing, it is imperative for businesses to implement measures that ensure transparency. from 2022 to 2027. Transparency: The Key Ingredient for Successful Automated Document Processing The global intelligent document processing market revenue stood at $1.1

Documentation 40

Documentation Artificial Intelligence Data Security Monitoring 40

Dataversity

JANUARY 4, 2023

This document describes the rights that should be protected when implementing automated systems using AI technology. The Office of Science and Technology Policy (OSTP) of the White House has issued the blueprint of the AI Bill of Rights. The paper lists the following five principles that define these rights: 1.

Documentation 130

Documentation Data Governance Artificial Intelligence Data Quality 130

Astera

JUNE 28, 2023

Within the intricate fabric of governance, where legal documents shape the very core of decision-making, a transformative solution has emerged: automated legal document extraction. In a world where governing bodies can extract vital data from contracts, regulations, and court rulings in mere seconds, the possibilities are boundless.

Documentation 40

Documentation Government Data Quality Data Security 40

Business Analysts

AUGUST 7, 2024

According to Gartner , hyperautomation is “a business-driven approach that uses multiple technologies, robotic process automation (RPA), artificial intelligence (AI), machine learning, mixed reality, process mining, intelligent document processing (IDP) and other tools to automate as many business and IT processes as possible.”

Business Analysis 52

Business Analysis Business Analysis Artificial Intelligence Supply Chain 52

Business Analysis Knowledge Share

NOVEMBER 10, 2023

This extensive guide will explore how ChatGPT can be effectively employed by Business Analysts in the realm of data analytics, with real-world examples to illustrate its capabilities. ChatGPT is an artificial intelligence model renowned for its natural language processing capabilities. Understanding ChatGPT What is ChatGPT?

Data Analytics 67

Data Analytics Data Analytics Healthcare E-Commerce 67

Data Pine

JANUARY 21, 2020

Reporting in business intelligence is a seamless process since historical data is also provided within an online reporting tool that can process and generate all the business information needed. Another crucial factor to consider is the possibility to utilize real-time data. Enhanced data quality.

Business Intelligence 103

Business Intelligence Business Intelligence Procurement Visualization 103

Data Pine

JANUARY 24, 2021

This can include a multitude of processes, like data profiling, data quality management, or data cleaning, but we will focus on tips and questions to ask when analyzing data to gain the most cost-effective solution for an effective business strategy. 4) How can you ensure data quality?

Data Visualization 126

Data Visualization Data Analytics Data Analytics Data Quality 126

Astera

MAY 14, 2024

What is Data Provenance? Data provenance is a method of creating a documented trail that accounts for data’s origin, creation, movement, and dissemination. It involves storing the ownership and process history of data objects to answer questions like, “When was data created?”, “Who created the data?”

Supply Chain 52

Supply Chain Data Quality Artificial Intelligence Documentation 52

Astera

JUNE 21, 2023

Import PDF files and extract data to Excel in bulk Whether you’re at work handling documents or gathering material for your research proposal, the information you need is mostly stored in a variety of different formats, from webpages and documents to images on Google.

Documentation 52

Documentation Artificial Intelligence Visualization Data Quality 52

Astera

MAY 12, 2023

Speaking of leveraging AI to reap benefits, are you aware of the untapped potential of incorporating AI into your data management systems? Don’t miss out on the opportunity to elevate your data management to the next level. The advancements in technology have transformed the gaming landscape beyond recognition.

Artificial Intelligence 52

Artificial Intelligence Innovation Data Quality Documentation 52

Astera

MARCH 28, 2024

It facilitates data discovery and exploration by enabling users to easily search and explore available data assets. Additionally, data catalogs include features such as data lineage tracking and governance capabilities to ensure data quality and compliance.

Data Governance 52

Data Governance Government Data Discovery Data Quality 52

Astera

AUGUST 15, 2024

Compliance and Governance: Centralizing different data sources facilitates compliance by giving companies an in-depth understanding of their data and its scope. They can monitor data flow from various outlets, document and demonstrate data sources as needed, and ensure that data is processed correctly.

Data Quality 52

Data Quality Monitoring Artificial Intelligence Government 52

Astera

MAY 6, 2024

It utilizes artificial intelligence to analyze and understand textual data. 5. Support and Documentation The level of support and resources available can greatly affect user experience: Vendor Support : Opt for tools that are supported by dependable vendor assistance or a strong user community.

Data Mining 52

Data Mining Supply Chain Data Quality Visualization 52

Astera

SEPTEMBER 20, 2023

Data Movement Data movement from source to destination, with minimal transformation. Data movement involves data transformation, cleansing, formatting, and standardization. Data Quality Consideration Emphasis is on data availability rather than extensive data quality checks.

Data Warehouse 52

Data Warehouse Data Quality Real-time Data E-Commerce 52

Astera

SEPTEMBER 20, 2023

Data Movement Data movement from source to destination, with minimal transformation. Data movement involves data transformation, cleansing, formatting, and standardization. Data Quality Consideration Emphasis is on data availability rather than extensive data quality checks.

Data Warehouse 52

Data Warehouse Data Quality Real-time Data E-Commerce 52

Astera

FEBRUARY 19, 2024

As businesses continue to deal with an ever-increasing volume of forms, invoices, and documents, the need for accuracy, speed, and adaptability in data extraction has never been more pronounced. OCR form processing specifically refers to the application of OCR technology to extract data from forms.

Supply Chain 40

Supply Chain Documentation Banking Healthcare 40

Astera

MAY 25, 2023

These templates should be customizable and reusable, allowing you to streamline the extraction process for different document types, such as medical reports, prescriptions, and claims. With AI-driven templates, your insurance company can reduce manual effort, minimize errors, and enhance data extraction speed.

Healthcare 40

Healthcare Documentation Data Quality Customer Experience 40

Astera

JULY 13, 2023

Unlike a data warehouse, a data lake does not limit the data types that can be stored, making it more flexible, but also more challenging to analyze. One of the key benefits of a data lake is that it can also store unstructured data, such as social media posts, emails, and documents.

Data Warehouse 40

Data Warehouse Data Quality Data Governance Master Data Management 40

Astera

JULY 12, 2023

With a multitude of contracts to handle, the complexity and diversity of these documents necessitate a sophisticated yet user-friendly solution to effectively manage and extract vital data. A robust automated contract data extraction tool should be capable of handling unstructured documents efficiently.

Data Management 40

Data Management Documentation Data Quality Monitoring 40

Astera

JANUARY 18, 2024

Get data extraction, transformation, integration, warehousing, and API and EDI management with a single platform. Talend is a data integration solution that focuses on data quality to deliver reliable data for business intelligence (BI) and analytics. Pros: Support for multiple data sources and destinations.

IBM Support 52

IBM Support IBM Maintenance IBM cost Data Warehouse 52

Astera

JULY 11, 2023

Therefore, employees must manually extract data from these documents, which can be time-consuming. Since real estate firms receive hundreds of bank statements every day, manual approach isn’t a practical option. How Does Automated Data Extraction Work? Both are unstructured and differently formatted bank statements.

Banking 40

Banking Artificial Intelligence Data Quality Documentation 40

Astera

FEBRUARY 2, 2024

Form processing can extract relevant information like policy details, incident descriptions, and supporting documentation, streamlining the claims processing workflow. Handwriting styles differ widely, and some can be difficult to decipher, leading to errors in data extraction.

Healthcare 52

Healthcare Documentation Banking Data Quality 52

Astera

JUNE 3, 2024

These databases are suitable for managing semi-structured or unstructured data. Types of NoSQL databases include document stores such as MongoDB, key-value stores such as Redis, and column-family stores such as Cassandra. These databases are ideal for big data applications, real-time web applications, and distributed systems.

Data Warehouse 52

Data Warehouse Documentation E-Commerce Data Management 52

Astera

JULY 10, 2023

SwiftPost’s Need for Automated Data Extraction: Prior to evaluating data extraction tools, SwiftPost had a dedicated team of resources focused on manually entering data from relevant documents to a shipping management system. This traditional, manual method of extracting data from shipping documents—e.g.,

Logistics 40

Logistics Documentation Data Quality Agile 40

Astera

MAY 26, 2023

Similarly, other departments like Supply Chain need invoices to update their own inventory records. Automated Invoice Data Extractio n is a process that uses either logical templates or Artificial Intelligence (AI) to automatically extract data from invoices, including purchase order numbers, vendor information, and payment terms.

Retail 40

Retail Supply Chain Finance Data Quality 40

Astera

DECEMBER 28, 2023

Top Informatica Alternatives to Consider in 2024 Astera Astera is an end-to-end, automated data management and integration platform powered by artificial intelligence (AI). The tool enables users of all backgrounds to build their own data pipelines within minutes. Error-handling and available documentation lack depth.

IBM cost 52

IBM cost IBM Support IBM Maintenance Data Warehouse 52

Astera

DECEMBER 28, 2023

Top Informatica Alternatives to Consider in 2024 Astera Astera is an end-to-end, automated data management and integration platform powered by artificial intelligence (AI). The tool enables users of all backgrounds to build their own data pipelines within minutes. Error-handling and available documentation lack depth.

IBM cost 52

IBM cost IBM Support IBM Maintenance Data Warehouse 52

Astera

JULY 7, 2023

Also, e ach invoice had a different layout, which made it challenging for their team to extract the relevant data accurately. Moreover, a data quality audit revealed that a significant portion of their financial data was incorrect due to human error in the data entry process. But that’s not all!

Finance 52

Finance Data Quality Process Modelling Documentation 52