Dataversity

JUNE 20, 2025

Relying on traditional manual methods for data governance just doesn’t cut it anymore; in […] The post Improving Data Quality Using AI and ML appeared first on DATAVERSITY.

Data Quality 165

Data Quality Data Governance Government Digital 165

Analysts Corner

OCTOBER 26, 2024

I remember my first presentation on a data governance initiative; I was full of hope, but the room felt as cold as an icebox. The resistance many face is rooted in several factors, ranging from emotional responses to common misconceptions about what data governance really entails. Data governance impacts every department.

Data Governance 130

Data Governance Government Visualization Data Analytics 130

Dataversity

NOVEMBER 25, 2024

The emergence of artificial intelligence (AI) brings data governance into sharp focus because grounding large language models (LLMs) with secure, trusted data is the only way to ensure accurate responses. So, what exactly is AI data governance?

Data Governance 130

Data Governance Government Artificial Intelligence Data Quality 130

Cprime

DECEMBER 3, 2024

The focus was on the first three stages, which lay the groundwork for sustainable SPM practices: Stage 1: Solid Foundation Establish governance, data standardization, and AI readiness. Formalize governance to enable collaboration and transparency. Set up communication channels and implement basic project tracking.

Portfolio Management 104

Portfolio Management Government Innovation Project Management 104

Timo Elliott

DECEMBER 9, 2024

No Central Governance: Reporting was decentralized, leading to inconsistencies and inefficiencies as teams created and maintained their own reports. Centralize Governance: Shift responsibility for analytics and reporting to IT to ensure consistency.

Data Analytics 130

Data Analytics Data Analytics Government Vision 130

Actian

APRIL 25, 2025

Data governance isn’t just about compliance—it’s about taking control over your data. For organizations managing fast-growing data ecosystems, governance determines whether data is trusted, usable, and secure across the business. But too often, governance efforts stall. Enable governed data sharing across teams.

Data Governance 52

Data Governance Government Data Security Monitoring 52

Actian

MAY 1, 2025

Yet there’s a sharp disconnect: Gartner also predicts that by 2027, most organizations, 60%, will fail to realize the anticipated value of their AI use cases because of incohesive data governance frameworks. For too many organizations, data governance is reactive, fragmented, and disconnected from business priorities. The result?

Government 52

Government Data Governance User Experience Data Management 52

Actian

JULY 7, 2025

The answer may lie in two critical concepts: medallion architecture – a proven architectural pattern, and a shift-left approach to governance. However, this architecture becomes more powerful when combined with a “shift-left” approach to governance. What You’ll Learn This session is designed for practitioners.

Government 52

Government Data Quality Data Management Data Governance 52

The Data Administration Newsletter

FEBRUARY 5, 2025

In 2024, our research at Dresner Advisory Services revealed that only 32% of organizations have a formal data governance organization in place.

Data Governance 107

Data Governance Government Artificial Intelligence Data Management 107

Timo Elliott

DECEMBER 6, 2024

Despite implementing Master Data Governance (MDG) before starting the S/4HANA rollout, AstraZeneca faced massive challenges with data inconsistencies. Early data governance frameworks and tools like Syniti helped but required more lead time than anticipated.

Innovation 130

Innovation Digital Pharmaceutical Data Governance 130

Analysts Corner

OCTOBER 30, 2024

Additionally, augmenting data with external sources, such as government economic data, can increase data coverage and quality. Strategies : Data preprocessing techniques such as imputation for missing values, data normalization, and outlier treatment help clean and prepare data.

Data Quality 130

Data Quality Retail Finance Data Modelling 130

Dataversity

JULY 16, 2025

This second part […] The post External Data Strategy: Governance, Implementation, and Success (Part 2) appeared first on DATAVERSITY. We also introduced the critical concept of external data stewardship — identifying key stakeholders who bridge the gap between business requirements and technical implementation.

Government 147

Government Data Requirement Data Governance Data Quality 147

The BAWorld

OCTOBER 22, 2024

The opportunities for Business Analysts in Canada span across Healthcare, Finance, Information technology, Telecommunication and Government Institutions. There has always been a High demand for Business analysts in Canada that doesn’t seem to be ending anytime soon.

Documentation 40

Documentation Business Analysis Business Analysis Finance 40

Astera

OCTOBER 30, 2024

So, an AI data catalog is still a centralized repository of metadata but one that uses AI to automate metadata management, data discovery , governance, and lineage tracking. Compliance and governance teams Data governance is critical for industries that must adhere to strict regulatory standards, such as finance and healthcare.

Data Discovery 52

Data Discovery Supply Chain Data Quality Government 52

Dataversity

APRIL 17, 2025

In a world where data is the most valuable asset for decision-making, companies are looking for approaches that allow them to optimally manage, govern, and leverage information.

Government 214

Government Innovation Data Architecture 214

Passionate BA

DECEMBER 5, 2024

Learn about data strategy pitfalls A few words about data strategy Elements of Strategy A solid strategy outlines how an organization collects, processes, analyzes, and uses data to achieve its goals.

Data Governance 130

Data Governance Data Quality Data Architecture Government 130

Actian

MAY 26, 2025

Align data with governance and compliance requirements. By building quality and visibility into data governance processes, organizations can stay ahead of regulatory demands. With strong data quality processes in place, teams can: Identify and correct errors early in the pipeline. Ensure data consistency across various systems.

Data Quality 97

Data Quality Monitoring Data Architecture Government 97

Adaptive US

JULY 1, 2025

In a corporate world increasingly governed by algorithms, the mandate for fairness in business analytics is no longer a philosophical ambition—it is a strategic imperative. From ESG reports to AI risk assessments, fairness is becoming a core business metric.

Government 59

Government 59

The BAWorld

NOVEMBER 12, 2024

Business Rules Analysis is the process of identifying, defining, and documenting the rules that govern the operations, behaviors, and decisions within an organization. Process Control : Governing business processes (e.g., “An order cannot be processed if the payment status is pending”). What is Business Rules Analysis?

IBM Maintenance 40

IBM Maintenance E-Commerce Documentation Government 40

Dataversity

DECEMBER 2, 2024

Gartner, however, projects that 80% of data governance initiatives will fail by 2027. This statistic underscores the urgent need for robust data platforms and governance frameworks. In the AI era, organizations are eager to harness innovation and create value through high-quality, relevant data.

Data Architecture 130

Data Architecture Data Governance Government Vision 130

Astera

DECEMBER 16, 2024

The platform also supports metadata management, business rules, and data governance, which can help users improve data quality and ensure compliance. Informatica supports a variety of data sources and connectors and performs well in both on-premises and cloud data integration scenarios.

Data Warehouse 52

Data Warehouse Real-time Data Monitoring Data Quality 52

Analysts Corner

OCTOBER 26, 2024

5) Governance and Funding Agility is stifled by rigid governance models and funding mechanisms. Organizations that pivot from managing for compliance to fostering passion and initiative see significant performance boosts. A culture that values talent and creativity is key to agility.

Agile 130

Agile Design Thinking Business Analysis Business Analysis 130

BizAcuity

JUNE 10, 2025

Prioritize High-Quality, Well-Governed Data AI models are only as good as the data they learn from. Start with business questions: What problem are we trying to solve? What decisions do we want to make faster or more accurately? Let these answers guide your AI implementation.

Business Intelligence 130

Business Intelligence Business Intelligence Supply Chain Pharmaceutical 130

Actian

JULY 3, 2025

That’s where shift-left governance can play an important role. Shift-left governance follows the same principle. Instead of treating governance as an afterthought, once data is already available for use cases, you embed it earlier in the data lifecycle. What does shift-left governance actually look like in practice?

Government 52

Government Data Quality Data Governance Digital Transformation 52

Leading Agile

AUGUST 7, 2024

Where systems must interact, clear APIs, contract tests, mocks, and fakes allow teams to govern interactions without the need for manual coordination or testing. The goal is to increase independence and minimize dependencies so that a product enhancement can be built, tested, and deployed with minimal coordination with other products.

E-Commerce 124

E-Commerce Agile Government Innovation 124

The BAWorld

JANUARY 8, 2025

Data Security: Ensuring governance and secure access. DP-600 Certification Learning Path: Data Integration: Setting up pipelines and ingesting data into Azure Synapse or other platforms. Data Storage and Management: Configuring large-scale storage solutions. Advanced Analytics: Connecting Power BI with data platforms for real-time insights.

Business Intelligence 52

Business Intelligence Business Intelligence Data Visualization Data Analytics 52

Smart Data Collective

JULY 16, 2025

Nexidia Advances Customer Interaction Analytics The Problem That Has No Name Great Examples of US Government BI Transparency For example, fleet managers can analyze driver behavior to identify inefficient habits such as harsh braking, speeding, or excessive idling. More Read To Hell with Business Intelligence, try Decision Management.

Artificial Intelligence 173

Artificial Intelligence Big Data Logistics Predictive Analytics 173

Astera

DECEMBER 24, 2024

Invoice data is captured and stored in a standardized format, making it easier to comply with regulatory requirements and internal governance policies. Simplified compliance The integration of automation also enhances compliance and audit trails.

Documentation 52

Documentation Artificial Intelligence Data Warehouse Digital 52

The Data Administration Newsletter

JANUARY 15, 2025

Data governance, long regarded as a compliance-driven function, is now the backbone […]

Government 59

Government Data Governance Data Management Data Quality 59

Actian

JUNE 3, 2025

Up-to-date lineage enhances compliance and governance while improving root cause analysis of data quality issues. Use Google-like search capabilities to locate and access data for intuitive user experiences, while ensuring governance with permission-controlled data products. Enable Governance Without Slowing Processes.

Government 52

Government Data Discovery E-Commerce Data Quality 52

Analysts Corner

MARCH 30, 2025

Second, he emphasized that many firms have complex and disjointed governance structures. He stressed the need for streamlined governance to meet both business and regulatory requirements. She opened with the statement, Governance is critical to scaling your data and AI initiatives.

Government 130

Government Data Warehouse Cloud Computing Artificial Intelligence 130

Actian

APRIL 30, 2025

” Without clear lineage, business glossary or governance, confidence in your analysis plummets. Regulatory Compliance and Governance by Design Questions about data ownership, privacy, and compliance are answered immediately. ” “How do we know these calculations are consistent with the quarterly reports?”

Data Architecture 52

Data Architecture Government Data Quality Enterprise Architecture 52

Actian

JUNE 26, 2025

Enhancing Data Governance Strong data governance ensures that roles, responsibilities, and standards are clearly defined. Key governance practices include: Data cataloging and classification. When governance is embedded into the data culture of an organization, errors and downtime become less frequent and easier to resolve.

E-Commerce 52

E-Commerce Government Supply Chain Monitoring 52

Actian

JUNE 16, 2025

Data has evolved from a byproduct of business operations into a strategic asset — one that demands thoughtful oversight and intentional governance. They play a critical role in ensuring that data governance policies are followed and that data is properly utilized across the organization. What is Data Stewardship?

Data Governance 52

Data Governance Government Data Quality Monitoring 52

Forrester - Business Intelligence

APRIL 4, 2025

Most governance programs focus on control but fail to embed governance into the organization's culture and decision-making process. They lack the human-centered roles that make governance successful.

Government 52

Government Data Governance Change Management Digital Transformation 52

Leading Agile

JUNE 27, 2025

Success at scale requires clarity of governance, clean data pipelines, and a system that can support the decisions AI is being asked to make, with appropriate guardrails to prevent systemic failures. Align Teams, Tech, Data, and Governance Organizing the work is just as important as organizing the systems. So don’t just pilot AI.

Government 62

Government Innovation Data Governance Data Quality 62