Octopai

DECEMBER 11, 2022

Banks didn’t accurately assess their credit and operational risk and hold enough capital reserves, leading to the Great Recession of 2008-2009. Let’s take a look at several regulatory standards and explore automated data lineage’s role in smoothing and improving data compliance. Data lineage and financial risk data compliance.

Insurance 52

Insurance Risk Metadata Reporting 52

Ontotext

APRIL 4, 2019

Within a large enterprise, there is a huge amount of data accumulated over the years – many decisions have been made and different methods have been tested. We translate their documents, presentations, tables, etc. But still, is there a risk that AI could replace people at their workplace? What exactly do you do for them?

Recreation/Entertainment 76

Recreation/Entertainment Testing Enterprise Knowledge Discovery 76

IBM Big Data Hub

JANUARY 9, 2024

Companies still often accept the risk of using internal data when exploring large language models (LLMs) because this contextual data is what enables LLMs to change from general-purpose to domain-specific knowledge. To mitigate risks, it’s important to run as many data integration processes as possible on internal servers.

Enterprise 76

Enterprise Data Integration Data Quality Contextual Data 76

Alation

JUNE 28, 2022

A metadata management framework combines organizational structure and a set of tools to create a data asset taxonomy. Document type: describes creation, storage, and use during business processes. Scale effectively: Leverage taxonomies to ensure consistent modeling outcomes when introducing new data sets or changing business demands.

Metadata 52

Metadata Management Data Governance Machine Learning 52

AWS Big Data

JULY 25, 2023

As of this writing, Talend has 14 distinct native connectivity and configuration components for Amazon Redshift, which are fully documented in the Talend Help Center. Follow security best practices by using a strong password policy and regular password rotation to reduce the risk of password-based attacks or exploits.

Data Analytics 52

Data Analytics Data Warehouse Analytics Data Processing 52

Sisense

AUGUST 6, 2020

AI can add value to your product/service in many ways, including: Improved business performance Reduced costs Increased customer satisfaction Improved brand value Risk reduction (reduced human error, fraud reduction, spam reduction) Improved convenience and accessibility of products. Accurately prepared data is the base of AI.

Management 95

Management Machine Learning Key Performance Indicator Cost-Benefit 95

O'Reilly on Data

JANUARY 17, 2023

Instead of invoking the open-source scikit-learn or Keras calls to build models, your team now goes from Pandas data transforms straight to … the API calls for AWS AutoPilot or GCP Vertex AI. That is: what model risk does the company face?) It does not exist in the code. AutoML drives this point home.

Machine Learning 325

Machine Learning Predictive Modeling Software Modeling 325

bridgei2i

SEPTEMBER 3, 2020

Ronobijay: Sure, I think it would, you know, what used to be anathema till a few months back, you know, data transformation is real now, right? We would have to visit a branch possibly, you know, multiple locations, submit multiple documents. So earlier customers would spend a week or two, trying to open a bank account.

Enterprise 94

Enterprise Insurance Digital Transformation Interactive 94

Alation

NOVEMBER 22, 2022

A well-governed data landscape enables data users in the public sector to better understand the driving forces and needs to support public policy – and measure impact once a change is made. Efficient Access To Data. Citizens, companies, and government employees need access to data and documents. Reduces Fraud.

Data Governance 52

Data Governance Metadata Data-driven Unstructured Data 52

Jet Global

FEBRUARY 23, 2024

This field guide to data mapping will explore how data mapping connects volumes of data for enhanced decision-making. Why Data Mapping is Important Data mapping is a critical element of any data management initiative, such as data integration, data migration, data transformation, data warehousing, or automation.

Data Warehouse 52

Data Warehouse Reporting Data Transformation Sales 52

Jet Global

MAY 1, 2023

CEO Priorities Grow revenue and “hit the number” Manage costs and meet profitability goals Attract and retain talent Innovate and out-perform the competition Manage risk Connect the Dots Present embedded analytics as a way to differentiate from the competition and increase revenue. Present your business case.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

Jet Global

AUGUST 9, 2023

Improved Accuracy and Reduced Errors: By automating the close process, the risk of errors is greatly minimized. Automation ensures consistency in calculations, data validation, and reporting, leading to more accurate financial statements and insights. Automate financial document posting processes resulting in a shorter month-end close.

Finance 52

Finance Reporting Management Enterprise 52