AI readiness for Canadian institutions
A framework for sequencing value, risk, governance, infrastructure and adoption.
Whitepapers and guides
Publish evidence, not empty download promises.
This resource collection identifies the subjects Atkinson develops into reviewed reports and guides. A download is shown only when the underlying document is complete and approved.
Priority topics
The knowledge institutions need to act responsibly.
These themes align with the decisions Atkinson helps organizations make.
Copilot readiness and information exposure
Permissions, oversharing, approved use cases, verification and change management.
Research data and intellectual property
Confidential research, inventions, patent timing, sponsor obligations and commercialization.
Sovereign, private and hybrid AI
Decision criteria for data residency, jurisdiction, performance and control.
Responsible AI governance
Accountability, procurement, human oversight, documentation and auditability.
Governed generative media
Rights, provenance, brand consistency, accessibility and approval workflows.