CIO Business Intelligence

AUGUST 9, 2024

The complexities of compliance In May, the Italian Data Protection Authority highlighted how training models on which gen AI systems are based always require a huge amount of data, often obtained by web scraping, or a massive and indiscriminate collection carried out on the web, it says.

Risk 138

Risk Measurement Data Collection Data Lake 138

Data Virtualization

JANUARY 21, 2025

Reading Time: 2 minutes In 2024, generative AI (GenAI) has entered virtually every sphere of technology. However, companies are still struggling to manage data effectively, to implement GenAI applications that deliver proven business value. Gartner predicts that by the end of this year, 30%.

Management 52

Management Data Integration Technology Data Warehouse 52

AWS Big Data

JANUARY 30, 2023

Many customers need an ACID transaction (atomic, consistent, isolated, durable) data lake that can log change data capture (CDC) from operational data sources. There is also demand for merging real-time data into batch data. Delta Lake framework provides these two capabilities.

Insurance 98

Insurance Data Lake Data-driven Management 98

AWS Big Data

DECEMBER 19, 2024

Data has become an invaluable asset for businesses, offering critical insights to drive strategic decision-making and operational optimization. This post describes how HEMA used Amazon DataZone to build their data mesh and enable streamlined data access across multiple business areas.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

CIO Business Intelligence

MARCH 27, 2024

“La qualità del dato viene ottenuta definendo un processo che coinvolge tutti gli attori aziendali e gli strumenti di misurazione appositi”, evidenzia Francesco Saverio Colasuonno, Data & Analytics Office Manager di INAIL. “Le Ma ci aspettiamo di estenderla ad altri use-case”.

Data Governance 52

Data Governance Data Lake Data Strategy Data-driven 52

CIO Business Intelligence

APRIL 1, 2024

GenAI requires high-quality data. Ensure that data is cleansed, consistent, and centrally stored, ideally in a data lake. Data preparation, including anonymizing, labeling, and normalizing data across sources, is key. 2024 2 The State of Generative AI in the Enterprise, Deloitte, Jan.

Uncertainty 142

Uncertainty Data Lake Consulting Risk 142

CIO Business Intelligence

MARCH 18, 2024

billion in 2024 to $521.0 Laying the foundation To develop POC implementations, Menon and her team are establishing a lab that is expected to debut in March 2024 for testing AI tools before rollout. AI tools rely on the data in use in these solutions. A key focus of the bank’s AI team is likewise data quality.

Risk 133

Risk Cost-Benefit Data Processing Testing 133

CIO Business Intelligence

JANUARY 22, 2025

Nearly all tech surprises last year were related to gen AI, which was so hyped in 2023 that every organization had to try it in one or more projects in 2024. Given everything that was learned in 2024, it would be a shame for CIOs not to commit to three things that could help them prepare for the year ahead.

Technology 128

Technology Data Governance Risk Data Lake 128

CIO Business Intelligence

FEBRUARY 18, 2025

Start with data as an AI foundation Data quality is the first and most critical investment priority for any viable enterprise AI strategy. Data trust is simply not possible without data quality. A decision made with AI based on bad data is still the same bad decision without it.

Machine Learning 90

Machine Learning Data Quality Enterprise Sales 90

BI-Survey

FEBRUARY 27, 2025

Advanced: Does it leverage AI/ML to enrich metadata by automatically linking glossary entries with data assets and performing semantic tagging? Leading-edge: Does it provide data quality or anomaly detection features to enrich metadata with quality metrics and insights, proactively identifying potential issues?

Unstructured Data 52

Unstructured Data Metadata Data Quality Data Governance 52