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#### About Our Contributing Expert
We talk a lot in this community about data products. What makes them good? What makes them fail? Why so many organisations have data, but so few have data products worth trusting.
#### About Our Contributing Expert
Other publications recommended by the authors of this newsletter.
The writers behind this newsletter.
Solving data problems.
Data Engineer who likes to play with AI. Building & growing my Data & AI career by sharing the tools and lessons I wish I had when I started.
I write about the messy, meaningful work of building data & AI platforms. Product thinking, systems trade-offs, and lessons learned. Currently managing a team of PMs at a US children's hospital - opinions are my own and not my employer's.
Chief Architect, DataOS
Writer
Data Engineer · Trusted by 18,000+ engineers · I write what it takes to become a production-ready data engineer → vutr.substack.com
Developing systemic transformation approaches in: data, leadership, governance
The Ontology Pipeline | Knowledge Infrastructure
Principal (Data) Engineer. Coined Data Contracts. Father of 2. Brewer of beer.
Over a decade building data platforms that unify, secure, and simplify enterprise data. Focused on AI-ready, scalable systems and modern data architecture. Sharing practical insights for data leaders and builders.
I help leaders make high-stakes decisions where data and AI are at the table. Clarity to cut through the noise. Presence to stay in the room when it's easier to defer. Discernment to know what the model can't tell you. That's the work.
Author- "Data Quality ROI" Principal Data Governance & Quality Specialist @Thoughtworks, Netherlands
Data Management & Governance Specialist focused on master data, operating models, decision rights, and scalable execution. Founder of GovernHub, a practical knowledge hub for enterprise-grade Data Governance frameworks.
Product Manager specializing in complex digital platforms and global ecosystems.
Best-Selling Author of Winning With AI: A Blueprint for Corporate Leaders (Amazon) | Former White House Enterprise Data/AI Strategist | Board Chair @ The AI Table | Corporate AI Advisor & Keynote Speaker | University Lecturer | Mom
Data governance and quality practitioner writing about how data actually works in the real world. Focused on turning messy data, unclear ownership, and broken processes into something teams can trust and use.
AI & data “transformation leader”, bridging tech with the public sector, foreign affairs and finance. AI is rewriting the rules of these industries and I am passionate to find where AI can help build “ a more perfect union”.
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