
Signed in as:
filler@godaddy.com

Signed in as:
filler@godaddy.com
We architect the intelligence that scales enterprise value.
An association of leaders in unifying data science with robust enterprise knowledge management, we transform fragmented digital ecosystems into high-velocity engines of growth—powered by AI and engineered at the apex of deep learning.
Metadata Society operates at the critical intersection of digital governance, strategic foresight, and stochastic optimization. We formulate the frameworks that bridge the gap between theoretical machine learning and ethical deployment.
By leveraging decades of expertise in technocratic strategy and enterprise architecture, we facilitate the rigorous evaluation of neural architectures during their nascent training phases.
Our service offerings span the practical, theoretical, and ethical dimensions for all industries including CPG, Digital Media, Arts & Entertainment, GLAMP (Galleries, Libraries, Archives, and Museums), and Government
We aim to engage in vital policy projects, diligently monitoring regulatory landscapes to keep leaders in government, business the AI community well informed and empowered to align narrative from first principles. Ensuring that the voice of reason makes industry led responsible decisions, rooted in innovation; heard and respected.
We led as aThink Tank for Artificial Intelligence for data governance in training data research, now we are at the forefront of exploring critical questions and developing impactful solutions. We provide the intellectual leadership necessary to navigate the complexities of this evolving field of reinforced learning.
Metadata Society understands that the future of Digital and Artificial Intelligence depends on the creative,and experienced talent we nurture today. That's why we're deeply invested in AI education, training & development for Workforce Initiatives for upskilling and apprenticeship programs that reduce cost of future hiring and training.
We are dedicated to advancing the very foundations of learning machines by prioritizing the development of innovative, high-quality datasets for algorithms at best for minimum risk. Our focus is on evaluating and creating systems aligned with intelligence, with an eye toward civic betterment for humans.
In the complex world of AI Content Systems, Predictive Intelligence and managing RAG (Retrieval-Augmented Generation) pipelines that feed brand data into generative AI tools like Digital Asset Management and Creative Operations, one name stands as the undisputed gold standard:
Henry Stewart Events (HSE).
The Metadata Society and its AI Lab is the leading artificial intelligence trade association community for dedicated data, engineering practitioners building infrastructure, tools and processes from niched reserach and real world professional and academic experience. We offer exclusive access to educational virtual workshops and in-person events at reduced rates to the enterprise and civic sector. Our offerings span the practical, theoretical, and ethical dimensions of cognitive and licensing advanced architectural solutions for industries including CPG, Digital Media, Arts & Entertainment, GLAMP (Galleries, Libraries, Archives, and Museums), Government, and Life Sciences.
Sovereign Calculus: Epistemic Authority and Risk Modalities by Kym Coffey
We provide experienced insights and strategic guidance, ensuring the AI community remains aligned in cognitive data reporting for business and risk management. We champion human and technical societal benefit of training data that harmonize creativity, vision, and advanced technology.
We are committed to advancing AI literacy through education for business professionals and communities. We offer robust frameworks and toolkits designed to empower organizations to build and enhance in-house practitioner capabilities.This includes establishing and promoting best practices for designing cognitive-bias datasets, robust data pipelines, that lead to reasoning algorithms.
Whether you are looking for exclusive matching with rock-star practitioners who have years of data storytelling real world use case experience, or ready to start building or licensing advanced architecture solutions for autonomous solutions, business productivity or creative innovations, join us. We are the essential community for business leaders and technical members alike.
Explore ways to conduct internal data governance frameworks to better inform policymakers with accurate, interest-aligned truths in Ai Data Governance Toolkits
"Aesthetic-Techné" refers to a philosophical concept, particularly prominent in modern discussions of technology and art, that emphasizes the intrinsic and often intertwined relationship between aesthetics (the appreciation of beauty and sensory experience) and techné (the Greek word for art, craft, skill, and technique).
Metadata Society Members in
Research & Analysis encompasses a broad spectrum of AI, including Large Language Models, Neural Networks, Reinforcement Learning, Machine Learning Operations, and various generation technologies, with a focus on Training Model Data and Digital Asset Management (DAM).
Presented by Henry Stewart: "Build smart systems, empower users, drive success"
Objective:
Establish a foundational understanding of taxonomy and metadata within the context of content and marketing technology.
Objective:
Learn how to create taxonomies that prioritize usability and user interaction
Objective:
Explore governance frameworks to ensure taxonomy and metadata remain effective over time.
Objective:
Equip participants with strategies to implement and promote taxonomy adoption effectively.
Metadata Society serves as the definitive nexus for institutional leaders and leading practitioners dedicated to the stewardship of artificial intelligence through transparency and rigorous data governance.
Authored by Kym Coffey
As advanced large language models scale, the entire AI lifecycle, from data curation to deployment, it is increasingly vulnerable to embedded human and systemic biases, threatening equitable outcomes and eroding public trust. Traditional, post-training audits are insufficient against the sheer complexity of modern AI.
In our latest report, we unveil a transformative solution for ethical AI governance: Ontological Alignment.
This proactive strategy uses ontological frameworks and knowledge graphs as a diagnostic tool, meticulously designed to detect and correct fundamental human data cognitive biases before model training even begins.
We led the introduction and framework methods of cognitive reporting. Now we are unveil a transformative solution used by AI developer community and leading world models for AI governance:
Introducing
Metadata Society
Ontological Alignment Framework with Toolkit
Chief of Technology | Artificial Intelligence Pioneer | Policy Affairs
Co-Founder Sotiris Karagiannis of Metadata Society

Chief of Technology | Artificial Intelligence Pioneer | AI Policy Affairs
Co-Founder Sotiris Karagiannis of Metadata Society
Session 4: Change Management and Adoption of Taxonomies by Sara James, presented by Henry Stewart DAM.
Session 1: Navigating the DAM for GLAMP Technology Landscape - On-Demand
Session Leader: Jarrod Gingras, Managing Director & Analyst at Real Story Group
The session will help participants to:
Leading AI analysis for critical compliance and process automation with Actionable Intelligence and Reporting.
Evaluating the Future State Focus of Technology Apprenticeship Programs for transforming old disciplines and roles into an Artificial Intelligence driven workforce for the new economy. Founder Case Study: City of San Francisco, SalesForce Workflow Automation Task.
Copyright © 2021-2026 Metadata Society - All Rights Reserved.