When AI remembers the wrong thing
Saved information can make AI more useful. Leaders need to decide when a remembered claim is allowed to influence a business decision.
Read the perspectiveStrategic Outlook Insights
Clarity for your
next decision.
Perspectives on AI security, governance and cybersecurity for leaders responsible for customers, operations and trust.
Start with the business question. Explore the implications. Take a practical next step.
Our flagship series
Securing Intelligence
How AI changes your security responsibilities—and what to consider before giving it more information, authority or independence.
Securing AI Agents: Understanding the Architecture and the Risks
As AI agents gain greater access to business systems and the ability to execute actions, organizations need a clearer understanding of how their design influences security risk.
When an AI upgrade changes your business risk
A useful new feature can give an assistant more authority. Make that change a deliberate business decision.
Who can stop your AI when something goes wrong?
The ability to intervene should be part of the adoption decision. Leaders need to know who can act, what will stop and how the business will keep operating.
A good AI answer can still hide a business risk
When an assistant can use tools, the result is only part of the story. Leaders also need confidence in how the work was carried out.
Ownership and oversight
Governance & accountability
Make responsibilities, approval paths and public obligations part of how the organization works.
Building AI governance that works beyond the policy document
Turn intentions into clear ownership, proportionate reviews and everyday decisions. Includes a practical 90-day starting roadmap.
Read the perspectiveOntario’s public-sector cybersecurity rules
Understand which organizations Regulation 51/26 covers and the responsibilities public-sector leaders should review.
Read the regulatory insightProtect the business
Cybersecurity & resilience
Keep essential services running, protect information and clarify what you need from your IT provider.
10 practical ways to close cybersecurity gaps
Agree priorities with your IT provider, ask for evidence and use a focused 30-day starting plan.
Read the insightFrom understanding to action
Practical resources
Detailed companion material for the people carrying out an assessment or improvement.
Work through the method
Find worked examples for AI memory, connector changes, containment and action reviews.
Browse practical guidesRecord the decision and evidence
Editable Excel workbooks and checklists, with separate blank forms and worked examples.
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