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The Trusted Data Layer Blueprint

This whitepaper introduces the Trusted Data Layer. By turning reactive compliance into real-time control, leading organizations can scale AI responsibly and speed up innovation.

Content Type
Whitepaper
Author
Michael Brown
Participants
Cillian Kieran, Neville Samuell
Date
Aug 07, 2025
Length
1530 words
Location
Downloadable PDF
An office corridor with a person reflected in glass walking, in front of a city skyline.
WHITEPAPER DETAILS

The Trusted Data Layer Blueprint:

Infrastructure for Scalable, Responsible AI

As enterprises race to deploy AI, most remain constrained by data infrastructure that was never designed for AI’s speed, sensitivity, or scale. Traditional governance models built on policy PDFs, periodic audits, and manual enforcement, are breaking down under the weight of modern data pipelines and growing regulatory complexity.

In this whitepaper, discover how the Trusted Data Layer transforms governance from a reactive bottleneck into a proactive foundation for AI growth. Learn how leading organizations are embedding real-time policy enforcement directly into their data systems, enabling safe, compliant data use across every team, system, and jurisdiction. This is not a theory. It’s a blueprint already in use by forward-looking enterprises to scale AI without compromising trust.

Whitepaper PARTICIPANTS
Senior product manager, Ethyca
Michael Brown

A veteran of product and infrastructure engineering, Michael leads the product strategy and roadmap at Ethyca. His work focuses on building real-time, enforceable privacy infrastructure that can scale with modern AI workloads. He was a principal architect behind the Trusted Data Layer framework.

Founder & CEO, Ethyca
Cillian Kieran

Cillian founded Ethyca to solve the foundational problems of data trust in modern software systems. With a background in engineering and a career at the intersection of data, regulation, and infrastructure, he brings a systems-level perspective to the future of AI governance and the role of code in compliance.

CTO, Ethyca
Neville Samuell

Neville leads Ethyca’s engineering teams, bridging architecture with execution. He played a critical role in translating the vision of the Trusted Data Layer into working systems, integrating policy-as-code capabilities into real-world enterprise stacks.

Ethyca

Congratulations are in order it seems - you're officially part of the 0.01% who don't just take things at face value.

And since you're here, yes, we take privacy seriously too.

Stay curious, stay private.

– Ethyca

Congratulations are in order it seems - you're officially part of the 0.01% who don't just take things at face value.

And since you're here, yes, we take privacy seriously too.

Stay curious, stay private.

– Ethyca

Congratulations are in order it seems - you're officially part of the 0.01% who don't just take things at face value.

And since you're here, yes, we take privacy seriously too.

Stay curious, stay private.

– Ethyca

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Subject to Ethyca’s Privacy Policy, you agree to allow Ethyca to contact you via the email provided for scheduling and marketing purposes.