Constitutional Intelligence

A Decision Architecture for Trustworthy AI Governance

By: Celio Oliveira

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Hardcover | 10 April 2026

At a Glance

Hardcover
376 Pages

Dimensions(cm)
25.4 x 17.78 x 2.24

Hardcover

$266.75

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In the Fourth Industrial Revolution, technology and government are still viewed as opposing rather than collaborative forces. When artificial intelligence (AI) systems are implemented in Canada, they often result in fragmented approaches, causing an estimated annual waste of CAD$2 million to CAD$3 million. Do democracy and digital governance diverge that much? Is there no way for governments to leverage AI systems while complying with constitutional responsibilities and providing operational excellence?

Constitutional Intelligence: A Decision Architecture for Trustworthy AI Governance is the framework every government executive needs to navigate AI implementation within Westminster parliamentary systems. Structured using the IMPACTâ¢ Information Architecture, this guide introduces two practical methodologies: the DECIDE-PLUSâ¢ methodology for constitutional evaluation in technical decisions, and the FIVE-LAYERâ¢ Architecture for systematic coordination. It offers strategies to avoid Phoenix-style disasters while achieving measurable improvements in citizen service delivery. Through real Canadian government cases, this manual identifies frequent issues in capacity building and legacy planning across electoral changeover.

Comprehensive and well-researched, Constitutional Intelligence reframes our views on digital governance and democracy. What were once seen as constraints are now competitive advantages when implemented properly and responsibly. With these new frameworks as a guide, it's time for governments to lead rather than follow in the digital age.

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