O'Reilly on Data

JANUARY 28, 2019

But what about the insurance companies? But absent government regulation to prevent health insurance companies from using data about preexisting conditions, individual consumers lack the ability to withhold consent. The outcome might not be what you want, but you've agreed to take the risk. Consent, to put it bluntly, does not work."

Insurance 247

Insurance Metadata Data Collection Marketing 247

CIO Business Intelligence

AUGUST 21, 2024

Potential use cases spread across vertical industries that are steeped in document-intensive processes, including healthcare, financial services, banking, and insurance. Consider an insurance company corporate inbox that accepts claims, underwriting, and policy servicing submissions.

Insurance 116

Insurance Management Metadata Unstructured Data 116

DataKitchen

OCTOBER 20, 2023

In this article, we explore the role of Payload DJs in addressing these complexities, illustrated with examples from industries like drug discovery and insurance. Payload DJs facilitate capturing metadata, lineage, and test results at each phase, enhancing tracking efficiency and reducing the risk of data loss.

Insurance 169

Insurance Metadata Data-driven Data Quality 169

Octopai

JULY 18, 2019

The billing and finance departments need the right information in order to properly bill patients and insurers. Data Governance Starts With Metadata Management. In addition, healthcare BI staff, compliance staff, and IT departments all need solid healthcare metadata management in order to do their jobs effectively.

Metadata 67

Metadata Management Data Governance Insurance 67

Cloudera

JANUARY 26, 2024

This will allow a data office to implement access policies over metadata management assets like tags or classifications, business glossaries, and data catalog entities, laying the foundation for comprehensive data access control. First, a set of initial metadata objects are created by the data steward.

Metadata 73

Metadata Data Governance Management Finance 73

erwin

MARCH 30, 2020

Privately it will come from hospitals, labs, pharmaceutical companies, doctors and private health insurers. Unraveling Data Complexities with Metadata Management. Metadata management will be critical to the process for cataloging data via automated scans. Data cataloging to capture object metadata for identified data assets.

Metadata 122

Metadata IT Data Governance Data Quality 122

CIO Business Intelligence

APRIL 25, 2024

The zero-copy pattern helps customers map the data from external platforms into the Salesforce metadata model, providing a virtual object definition for that object. “It When released, this will extend zero-copy data access to any open data lake or lakehouse that stores data in Iceberg or can provide Iceberg metadata for its table.

Data Integration 119

Data Integration Data Lake Data Warehouse Metadata 119

CIO Business Intelligence

MAY 24, 2022

The company said that IDMC for Financial Services has built-in metadata scanners that can help extract lineage, technical, business, operational, and usage metadata from over 50,000 systems (including data warehouses and data lakes) and applications including business intelligence, data science, CRM, and ERP software.

Finance 140

Finance Management Metadata Machine Learning 140

erwin

DECEMBER 9, 2024

Metadata is the basis of trust for data forensics as we answer the questions of fact or fiction when it comes to the data we see. Being that AI is comprised of more data than code, it is now more essential than ever to combine data with metadata in near real-time.

Metadata 52

Metadata Data Quality Sales Modeling 52

Alation

JUNE 28, 2022

This is where metadata, or the data about data, comes into play. Your metadata management framework provides the underlying structure that makes your data accessible and manageable. What is a Metadata Management Framework? Your framework should include the following: Global metadata: applies to all information.

Metadata 52

Metadata Management Data Governance Machine Learning 52

erwin

APRIL 11, 2019

Some industries, such as healthcare and financial services, have been subject to stringent data regulations for years: GDPR now joins the Health Insurance Portability and Accountability Act (HIPAA), the Payment Card Industry Data Security Standard (PCI DSS) and the Basel Committee on Banking Supervision (BCBS).

Data-driven 100

Data-driven Insurance Data Governance Metadata 100

erwin

JULY 2, 2020

This matters because, as he said, “By placing the data and the metadata into a model, which is what the tool does, you gain the abilities for linkages between different objects in the model, linkages that you cannot get on paper or with Visio or PowerPoint.” a senior manager, data governance at an insurance company with over 500 employees.

Enterprise 122

Enterprise Modeling Metadata Data Governance 122

AWS Big Data

AUGUST 13, 2024

Additionally, authorization policies can be configured for a domain unit permitting actions such as who can create projects, metadata forms, and glossaries within their domain units. Examples of child domain units include insurance and payer relations. Examples of child domain units include physician and nursing services.

Data Governance 119

Data Governance Metadata Enterprise Sales 119

Alation

JULY 26, 2021

During my time as a data specialist at American Family Insurance, it became clear that we had to move away from the way things had been done in the past. About American Family Insurance. American Family Insurance, or AmFam, is a U.S.-based It begins with recognizing a problem. billion in 2020. It was terribly complex.

Insurance 98

Insurance Digital Transformation Enterprise Data Governance 98

Cloudera

MARCH 4, 2024

This will allow a data office to implement access policies over metadata management assets like tags or classifications, business glossaries, and data catalog entities, laying the foundation for comprehensive data access control. First, a set of initial metadata objects are created by the data steward.

Metadata 52

Metadata Data Governance Management Finance 52

AWS Big Data

DECEMBER 4, 2024

The post will include details on how to perform read/write data operations against Amazon S3 tables with AWS Lake Formation managing metadata and underlying data access using temporary credential vending. Enable Lake Formation permissions for third-party access In this section, you will register the S3 bucket with Lake Formation.

Data Lake 115

Data Lake Metadata Insurance Data-driven 115

O'Reilly on Data

MARCH 20, 2019

So, whatever the commercial application of your model is, the attacker could dependably benefit from your model’s predictions—for example, by altering labels so your model learns to award large loans, large discounts, or small insurance premiums to people like themselves. Sometimes also known as an “exploratory integrity” attack.)

Modeling 278

Modeling Machine Learning Predictive Modeling Consulting 278

AWS Big Data

JANUARY 16, 2024

Within Airflow, the metadata database is a core component storing configuration variables, roles, permissions, and DAG run histories. A healthy metadata database is therefore critical for your Airflow environment. The third component is for creating and storing backups of all configurations and metadata that is required to restore.

Strategy 111

Strategy Metadata Metrics Dashboards 111

erwin

MARCH 14, 2019

BFSI, PHARMA, INSURANCE AND NON-PROFIT) CASE STUDIES FOR AUTOMATED METADATA-DRIVEN AUTOMATION. Additionally, a tool that leverages and draws from a single metadata repository means that mappings are dynamically linked with underlying metadata to render automated lineage views, including full transformation logic in real time.

Metadata 81

Metadata Data Governance Data-driven Digital Transformation 81

Octopai

JULY 9, 2020

By adopting automated data lineage and automated metadata tagging, companies have the opportunity to increase their data processing speed. They then relayed that information to insurance companies. For example, the Israeli Department of Transportation needed to update its 7-digit license plate system because they ran out of numbers.

Insurance 98

Insurance Risk Management Machine Learning Metadata 98

CIO Business Intelligence

APRIL 29, 2022

In summary, in order to ensure that AI programs are a success from the outset, organisations should take the following data-related steps: Formalise both ‘data-centric AI’ and ‘AI-centric data’ as part of data management strategy with metadata and data fabric as key foundational components.

Data Governance 145

Data Governance IT Data Lake Risk 145

Cloudera

MARCH 3, 2022

The medical insurance company wasn’t hacked, but its customers’ data was compromised through a third-party vendor’s employee. What’s more, SDX provides access to the lineage, metadata, and metrics associated with data utilization across environments. In 2017, Anthem reported a data breach that exposed thousands of its Medicare members.

Data Governance 100

Data Governance Enterprise Data Quality Metadata 100

AWS Big Data

FEBRUARY 12, 2024

When the status changes to SUCCESS, it proceeds to the next step to retrieve the AWS Glue table metadata information. The state machine retrieves the metadata of the AWS Glue table named patientimmunization , which was created via the CloudFormation stack. On the Athena console, switch the workgroup to CustomWorkgroup.

Publishing 111

Publishing Dashboards Metadata Visualization 111

AWS Big Data

JUNE 25, 2024

This external DLO acts as a storage container, housing metadata for your federated Redshift data. When you deploy a data stream from Amazon Redshift to Data Cloud, an external data lake object (DLO) is created within the Data Cloud environment. This facilitates cross-selling of other financial products.

Data Lake 121

Data Lake Cost-Benefit Data-driven Data Warehouse 121

Octopai

APRIL 4, 2022

Data lineage maps out the journey of any data asset or data point based on the metadata in healthcare systems. Data is often analyzed or reported on in medical research papers, insurance claim reports or drug development updates. How do you confirm that you’ve built your model or made your clinical decision using the right data? .

Metadata 98

Metadata Reporting Visualization Insurance 98

erwin

JUNE 27, 2019

Additional challenges, such as increasing regulatory pressures – from the General Data Protection Regulation (GDPR) to the Health Insurance Privacy and Portability Act (HIPPA) – and growing stores of unstructured data also underscore the increasing importance of a data modeling tool.

Measurement 81

Measurement Modeling Unstructured Data Metadata 81

Cloudera

APRIL 21, 2022

With Cloudera, the platform takes in data with various formats from multiple sources — electronic medical records (EMRs), Health Level 7 International (HL7) feeds, Health Information Exchange (HIE) information, insurance claims data, and extractions from proprietary or client-owned systems.

Informatics 87

Informatics Metadata Insurance Data Processing 87

erwin

MAY 2, 2022

One must also capture the vast quantity of metadata around the OLTP business requirements that must be reflected. While talking to the business people about the business requirements, entities tend to be the plural nouns that they mention: insureds, beneficiaries, policies, terms, etc. What is an entity? Aren’t they just both people?

Modeling 98

Modeling Insurance Cost-Benefit Data Warehouse 98

Cloudera

DECEMBER 12, 2022

Integration, metadata, and governance capabilities glue the individual components together.” . A large European multinational insurer implements a central data science factory that leverages both data center and cloud resources to develop new use cases faster than ever. Hybrid is the new normal.

Recreation/Entertainment 95

Recreation/Entertainment Insurance Metadata Digital Transformation 95

erwin

APRIL 18, 2019

These include: Medical information covered by the Confidentiality of Medical Information Act (CMIA) and the Health Insurance Portability and Accountability Act (HIPAA). Harvest data: Automate the collection of metadata from various data management silos and consolidate it into a single source.

Data Governance 81

Data Governance Metadata Data Collection Data-driven 81

Octopai

JUNE 15, 2020

With this problem solved, the Department of Transportation sent a memo to insurance companies informing them of the impending change and moved along. Once the insurance companies began sifting through their databases, they found multiple obstacles to adjusting their databases and accommodating the new plates. Yup, you read that right.

Insurance 52

Insurance Metadata Business Intelligence Data Warehouse 52

Cloudera

SEPTEMBER 15, 2022

Similar use cases exist across all other verticals like insurance, finance and telecommunications. . Apache Ozone achieves this significant capability through the use of some novel architectural choices by introducing bucket type in the metadata namespace server. Provides high performance namespace metadata operations similar to HDFS.

Metadata 87

Metadata Big Data Optimization Machine Learning 87

Alation

JULY 22, 2021

Susannah Barnes, an Alation customer and senior data governance specialist at American Family Insurance, introduced our team to faculty at the School of Information Studies of the University of Wisconsin, Milwaukee (UWM-SOIS), her alma mater. Our platform combines data insights with human intelligence in pursuit of this mission.

Informatics 98

Informatics Big Data Insurance Data Warehouse 98

Ontotext

AUGUST 5, 2020

Each of the four FAIR principles calls for data and metadata to be easily found, accessed, understood, exchanged and reused. FAIR data is data that is: Findable is such data in which data and metadata are assigned a globally unique and persistent identifier so that computers can easily find it. Why Is FAIR Data Important?

Metadata 52

Metadata Insurance Manufacturing Data Integration 52

Cloudera

MAY 6, 2021

An approach, however, that intuitively captures what a multi-cloud strategy insures against , could resemble Catastrophe Modeling, a technique used in the actuarial science to summarize the cumulative risk exposure of an organization with the Exceedence Probability Curve: . Business Value Acceleration.

Strategy 92

Strategy Cost-Benefit Optimization Risk 92

AWS Big Data

SEPTEMBER 13, 2023

The File Manager Lambda function consumes those messages, parses the metadata, and inserts the metadata to the DynamoDB table odpf_file_tracker. It also updates technical metadata in the AWS Glue Data Catalog. The EventBridge rule uses Amazon S3 Event Notifications to detect the arrival of CDC files in the S3 bucket.

Data Lake 111

Data Lake Data Processing Metadata Snapshot 111

AWS Big Data

MARCH 7, 2023

Sources Data can be loaded from multiple sources, such as systems of record, data generated from applications, operational data stores, enterprise-wide reference data and metadata, data from vendors and partners, machine-generated data, social sources, and web sources. Let’s look at the components of the architecture in more detail.

Analytics 94

Analytics Data Warehouse Data Lake Metadata 94