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 48

Metadata Management Data Governance Insurance 48

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

Ontotext

JANUARY 29, 2024

These will include developing a better understanding of AI, recognizing the role semantic metadata plays in data fabrics, and the rapid acceleration and adoption of knowledge graphs — which will be driven by large language models (LLMs) and the convergence of labeled property graphs (LPGs) and resource description frameworks (RDFs).

Strategy 52

Strategy Management Metadata Data-driven 52

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 Data Quality 140

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

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 95

Publishing Dashboards Metadata Visualization 95

O'Reilly on Data

MARCH 22, 2019

I’m not OK with those same images going to an insurance consortium, where they can become evidence of a “pre-existing condition,” or to a marketing organization that can send me fake diagnoses. I am fine with medical imagery being sent to a research study where it can be used to train radiologists and the AI systems that assist them.

Metadata 239

Metadata Advertising Insurance Modeling 239

Alation

JANUARY 9, 2023

On the regulatory side, way back in the early days of the internet in 1998, Australia established an independent statutory authority to supervise banking, insurance, and superannuation and promote financial system stability. That defining data is called metadata , which is data that describes data.

Risk Management 52

Risk Management Risk Management Metadata 52

Octopai

DECEMBER 11, 2022

Insurance companies misvalued or misreported on insurance contracts (which, to be fair, are notoriously hard to compare with precision). This is where data lineage and metadata management becomes an integral part of BCBS 239, TRIM or any other regulations dealing with financial risk. Data lineage and insurance data compliance.

Insurance 52

Insurance Risk Metadata Reporting 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).

Insurance 100

Insurance Data-driven Data Governance Metadata 100

IBM Big Data Hub

MAY 9, 2024

Healthcare organizations need a strong data governance framework to help ensure compliance with regulations like the Health Insurance Portability and Accountability Act of 1996 (HIPAA) in the US and the General Data Protection Regulation (GDPR) in the EU. Inaccuracies might also lead to more delays or complications with insurance coverage.

Data Governance 70

Data Governance Data Quality Insurance Predictive Analytics 70

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

Alation

MAY 12, 2023

So when leading software review site TrustRadius announced that we had won their “Top Rated” awards in Data Catalog , Data Collaboration, Data Governance , and Metadata Management we were thrilled, but not surprised, since usability has been core to Alation’s product DNA since day 1. What does “Top Rated” mean?

Metadata 52

Metadata Data Governance Data-driven Sales 52

Alation

AUGUST 30, 2022

Centralization of metadata. A decade ago, metadata was everywhere. Consequently, useful metadata was unfindable and unusable. We pioneered the world’s first machine learning data catalog, centralizing technical, operational, business and behavioral metadata into one place. Activating metadata with Alation Anywhere.

Metadata 52

Metadata Data Quality Data Governance Machine Learning 52

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

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 98

Data Governance Enterprise Data Quality Metadata 98

Alation

MARCH 31, 2023

Ehtisham Zaidi, Gartner’s VP of data management, and Robert Thanaraj, Gartner’s director of data management, gave an update on the fabric versus mesh debate in light of what they call the “active metadata era” we’re currently in. The active metadata helix Indeed, automation was on everyone’s minds. We couldn’t agree more.

Data Analytics 52

Data Analytics Analytics Metadata Data Governance 52

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

Octopai

FEBRUARY 9, 2021

IFRS 17 brings potential for more accurate reporting and valuation of your insurance company’s contracts – both by internal analysts and external investors. IFRS 17 Insurance Contracts in a Nutshell. But apples-to-apples comparisons have, historically, been tricky with insurance contracts. All of the above.

Insurance 52

Insurance Reporting Metadata Risk 52

Alation

MAY 12, 2023

So when leading software review site TrustRadius announced that we had won their “Top Rated” awards in Data Catalog , Data Collaboration, Data Governance , and Metadata Management we were thrilled, but not surprised, since usability has been core to Alation’s product DNA since day 1. What does “Top Rated” mean?

Metadata 40

Metadata Data Governance Data-driven Sales 40

Octopai

MAY 13, 2020

One of Octopai’s customers, a Seattle-based insurance quote provider operating in a data-rich environment, shared that before automating their tools, navigating their complex environment required input from many team members. Automated metadata management tools are key to putting these tools at new employees’ fingertips.

Metadata 52

Metadata Business Intelligence Visualization Insurance 52

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 86

Insurance Risk Management Machine Learning Metadata 86

Rita Sallam

APRIL 2, 2023

Dataiku Dataiku chose to focus on flood risk by geography and flooding’s economic impact on commercial insurance policies and claims. Southern Florida’s Atlantic coast has increased flood risk, leading to more and costlier flood insurance claims in areas like Homestead and Miami compared to West Palm Beach and Port Saint Lucie.

Optimization 52

Optimization Machine Learning Insurance Risk 52

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

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 Risk Data Lake 145

IBM Big Data Hub

FEBRUARY 14, 2024

Deliver new insights Expert systems can be trained on a corpus—metadata used to train a machine learning model—to emulate the human decision-making process and apply this expertise to solve complex problems. This way, they are also able to calculate the risk of an individual or entity and calculate the appropriate insurance rate.

Cost-Benefit 86

Cost-Benefit Insurance Unstructured Data Machine Learning 86

erwin

FEBRUARY 19, 2021

Metadata management is key to wringing all the value possible from data assets. What Is Metadata? Analyst firm Gartner defines metadata as “information that describes various facets of an information asset to improve its usability throughout its life cycle. It is metadata that turns information into an asset.”.

Metadata 110

Metadata Management Data Quality Cost-Benefit 110

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 75

Analytics Data Warehouse Data Lake Metadata 75

CIO Business Intelligence

JUNE 6, 2023

A European Multinational Insurance company deployed CDP both on-prem and on Azure public cloud with Cloudera Data Science Workbench (CDSW) and Cloudera Machine Learning (CML). That means security, governance, and metadata. But here’s the thing. We have some good news for you, though.

Insurance 52

Insurance Metadata Data Processing Machine Learning 52

Octopai

JANUARY 25, 2021

With such sensitive information at risk, the federal government passed the Health Insurance Portability and Accountability Act (HIPAA). The Health Insurance Portability and Accountability Act of 1996 (HIPAA) is a set of regulations that healthcare providers must follow to protect patients’ healthcare data. What Is HIPAA Compliance?

Insurance 52

Insurance Metadata Statistics Reporting 52

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 Metadata 98

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

Cloudera

AUGUST 31, 2021

It has a consistent framework that secures and provides governance for all data and metadata on private clouds, multiple public clouds, or hybrid clouds. The data from your existing data warehouse is migrated to the storage option you choose, and all the metadata is migrated into SDX (Shared Data Experiences) layer of Cloudera Data Platform.

Data Warehouse 82

Data Warehouse Cost-Benefit Metadata Data-driven 82

erwin

FEBRUARY 7, 2019

Organization’s cannot hope to make the most out of a data-driven strategy, without at least some degree of metadata-driven automation. Metadata-Driven Automation in the BFSI Industry. The banking, financial services and insurance industry typically deals with higher data velocity and tighter regulations than most.

Metadata 96

Metadata Insurance Data-driven Cost-Benefit 96

Cloudera

JANUARY 5, 2023

This is especially so in industries like telecom, retail, healthcare, manufacturing, insurance, and financial services. These features provide businesses with a common metadata, security, and governance model across all their data.

Cost-Benefit 52

Cost-Benefit Business Objectives Machine Learning Data Architecture 52

AWS Big Data

APRIL 19, 2023

It uses a fictional insurance company with several data products shared on their data mesh marketplace. In this post, we showed how an organization can augment a data catalog with additional metadata by using ML and Neptune with an automated process. The solution in this post illustrates an approach to solving these challenges.

Technology 86

Technology Data-driven Machine Learning Sales 86

Timo Elliott

JANUARY 5, 2022

You must master your metadata and make sure that everything is lined up. They are already impacting industries such as agriculture and insurance. Yves: Why are all those projects failing? Timo: I see two main reasons. The first one is: companies should invest more in improving their data quality before doing anything else.

Digital Transformation 115

Digital Transformation Machine Learning Enterprise Insurance 115