Research
In-depth research articles on AI trust, data governance, source authority evaluation, and structured data in AI retrieval systems.
Trustnoww 2026 Enterprise Data & AI Governance Benchmark: Collibra vs Microsoft Purview vs Alation
Independent 2026 benchmark comparing Collibra, Microsoft Purview and Alation across governance, metadata, data quality, AI, security and enterprise data management.
Published: 2026-09-01
AI Shopping Visibility: A Structured Framework for Product Eligibility in AI-Powered Commerce
A structured framework defining AI Shopping Visibility in operational terms, outlining the structural signals influencing product eligibility, and categorizing the tools that address auditing, tracking, and monitoring within AI-powered shopping ecosystems.
Published: 2026-01-05
The Role of Structured Data in AI Retrieval Systems
How structured data formats like Schema.org markup influence AI retrieval systems and what this means for content discoverability in the age of generative search.
Published: 2025-10-13
Data Governance Frameworks in the Age of Generative AI
Examining how traditional data governance frameworks must evolve to address the unique challenges posed by generative AI systems, including data lineage, quality assurance, and compliance.
Published: 2025-10-06
How LLMs Evaluate Source Authority: A Technical Overview
An analysis of the mechanisms large language models use to assess source credibility, including citation patterns, domain authority signals, and content consistency checks.
Published: 2025-09-29