A global, distributed network interacting and exchanging smart data safely and securely with full compliance.

Cambridge, England
Joined January 2016
Imagine a world where individuals connect with organisations seamlessly, using data between siloed vertical systems & sharing data at the edge safely and securely with the world's first data wallet, CheckD. Now open for early access tinyurl.com/5n6vcp8x
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Dataswyft retweeted
HATLAB Studio Conversations on Data Intermediaries | Article 3 As part of our contribution to the UK Government’s consultation on *Empowering People Through Data Intermediaries*, (lnkd.in/eFWpbVdg) HATLAB Studio continues its conversation with Irene Ng (@ireneclng).
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Dataswyft retweeted
Back this September — by popular demand. Following the wonderful response to previous cohorts, HATLAB Studio is delighted to once again invite Professor Irene Ng (@ireneclng) to conduct The Economic Stack: Data, Coordination & Ecosystems.
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Dataswyft retweeted
HATLAB Studio Conversations on Data Intermediaries | Article 2
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Dataswyft retweeted
The UK Government is consulting on Empowering People Through Data Intermediaries: lnkd.in/eFWpbVdg
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Dataswyft retweeted
We’re excited to support the next cohort of the SEE-ME program starting on 22-26 June (online) & look forward to the conversations, questions, & insights that emerge. Register for the course (link in comment) #SeeMe #DataGovernance #DataEcosystems #HumanCentricData #HATLABStudio
One of the reasons I created the foundational learning course, The Economic Stack: Data, Coordination and Ecosystems, is that over the last 15 years I’ve noticed that many people working in technology have a technology-centric view of the world.
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Dataswyft retweeted
Most technology professionals today understand platforms, cloud, APIs, AI models, and digital products.
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Dataswyft retweeted
Twenty years of digital regulation have rested on one underlying assumption: that the digital markets being governed already exist. The task of policy has therefore been to regulate conduct, allocate liability, and police outcomes.
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This is an important step forward. Ecosystem design is too often treated as something that “just emerges.” In reality, it is a capability—one that can be learned, practiced, and refined.
SEE-Me Cohort 1 Complete — Cohort 2 Opens Soon We’re excited to share that the first cohort of SEE-Me’s Foundational Learning Course: Markets and Ecosystems has completed the full programme 🎉 Thank you Professor Irene Ng (@ireneclng) as the course convener of the sessions!
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Great to see the first SEE-Me cohort complete the foundational programme and begin applying these ideas to real-world challenges. We need many more ecosystem architects trained to design markets and systems that work—at scale, and for more people.
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In 2025, digital identity systems were tested in the real world — not just in pilots or controlled environments. What we learned was simple but important: strong digital identity depends less on features and interfaces, and more on the underlying infrastructure.
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How data is held, how rules are enforced, and how systems work together all matter when trust needs to scale. This article explores what 2025 revealed about digital identity, and why long-term trust starts with the right foundations.
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As we begin 2026, one idea stands out: trust is infrastructure. It is the bedrock of markets. It enables safety in information exchange and reduces the congestion between supply and demand of information.
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This video reflects an evolving perspective on how responsible digital systems can benefit from greater use of data — with privacy, verifiability and interoperability at their core.
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