Top Three 2026 Tech Predictions for Data and Analytics

1) AI will ensure data quality – so much needed for AI. 2) Traditional business intelligence tools will start fading away. 3) “Ontology” will become the buzzword of the year.

Drive Value From Your Data With a Value Creation Framework

This blueprint teaches data leaders a defensible, repeatable method for leading enterprise value creation from data – by starting from the business outcome they want to...

Microsoft Adopts Ontology-Based IQ Layer for Agentic AI

At Ignite 2025 Microsoft announced several major offerings strengthening its agentic AI platform. The ontology-based IQ layer seems to be the most unexpected innovation...

CluedIn: Graph-Based MDM With Agentic Data Management

CluedIn is one of the few graph-based MDM tools boasting quick and flexible deployment, complex relationship management, and unstructured data processing. It is deeply...

Transforming Asset-Heavy Industries: How Centralized Data Governance and AI Automation Drive Operational Excellence

Implementing a centralized data governance solution requires substantial effort and change management. An organization will need commitment from its leadership and buy-in...

Data Quality Supporting Workbook

Use this tool to help support the completion of exercises associated with the Build Your Data Quality Program blueprint and Playbook.

Build Your Data Quality Program Phases 1-4

Data quality is something that everyone feels the impact of, and most data owners agree that managing it is a challenge. The value and effectiveness of decision-making is...

Data Quality Playbook

Use this template to help you build a clear and compelling case for a data quality program for executive management and sponsors.

​​Assess Your Data Science and Machine Learning Capabilities​

Organizations are under pressure to better leverage their data, and in the face of AI this need is becoming more acute than ever. However, those charged with leading data...

Assess Your Data Science and Machine Learning Capabilities and Effectiveness Storyboard

A comprehensive approach to building high-performance data science and ML capabilities.
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