Interactive canvas
Plan your AI deployment in a secure and structured way.
This interactive canvas guides you through the 6 essential dimensions of a responsible AI deployment. Fill in each zone, prioritize your actions and build a complete deployment plan that embeds cybersecurity, compliance and governance from the start.
Canvas progress
6 zones to complete
AI deployment canvas
1 / 6
Vision & Objectives
Define the "why" and the "what" of your AI deployment
2 / 6
Impact × Likelihood matrix
Drag and drop each risk into the right cell of the matrix
Identified risks (drag into the matrix)
Data leak
Algorithmic bias
Non-compliance
AI hallucinations
Prompt injection
Vendor dependency
Loss of control
Reputational harm
Low
Medium
High
High impact
Medium impact
Low impact
Likelihood →
3 / 6
Data governance
Check off the measures already in place
Sensitive data inventory
Catalogue of personal, confidential and regulated data
Anonymization policy
Anonymization/pseudonymization rules before AI use
Documented consent
Consent mechanisms for the use of data by AI
Access controls on AI data
Granular role-based permissions on datasets and models
Retention and deletion plan
Lifecycle policy for training and inference data
Data loss prevention (DLP)
Mechanisms that prevent data exfiltration through the models
4 / 6
Security controls
Turn on the controls you need
Mandatory human validation
Human approval before critical AI actions
AI output monitoring
Real-time monitoring of generated responses
Anti-injection protection
Filtering and sanitization of user inputs
Full logging
Audit logs of all AI interactions
AI incident response plan
Response and escalation procedures in case of failure
End-to-end encryption
Data encrypted at rest, in transit and in processing
5 / 6
Compliance & Regulatory framework
Identify the applicable requirements and document your commitments
Applicable regulatory frameworks
Law 25 (Quebec)
Protection of personal information
GDPR (Europe)
General Data Protection Regulation
AI Act (Europe)
European regulation on artificial intelligence
PIPEDA (Canada)
Federal personal information protection legislation
NIST AI RMF
NIST AI Risk Management Framework
Compliance commitments
6 / 6
Action plan & Roadmap
Add actions, assign priorities and build your timeline
Priority actions
Deployment phases
Phase 1 · Foundations
Phase 2 · Pilot
Phase 3 · Deployment
Phase 4 · Continuous improvement
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