Trust
Security, quality, and accountability designed into the system.
Trust cannot be added through a badge at the end of development. It is created through architecture, controls, evidence, disciplined delivery, and clear responsibility.
Secure engineering.
- Threat and risk-aware architecture
- Role-based access control
- Least-privilege permissions
- Encryption in transit and at rest where appropriate
- Secure secret and credential handling
- Code review and dependency management
- Environment separation
- Logging and audit trails
- Vulnerability investigation and remediation
Quality engineering.
- Acceptance criteria
- Automated unit and integration testing
- End-to-end testing
- User-acceptance testing
- Performance and load testing where required
- Device and browser validation
- Release checklists and rollback planning
- Production monitoring and error tracking
Privacy and data responsibility.
- Purpose-limited data collection
- Consent and access controls
- Retention and deletion requirements
- Data minimization
- Sensitive-data handling
- Auditability
- Jurisdiction and hosting considerations
- Privacy-conscious defaults
Operational resilience.
- Backup strategy
- Recovery planning
- Degraded and offline behavior
- Observability
- Incident response
- Dependency and provider failure handling
- Documentation and knowledge transfer
- Continuity during team transitions
Certifications and compliance.
VIC will only claim certifications, formal compliance, independent audits, or regulated status that can be evidenced. Project-specific compliance responsibilities are defined during discovery and contract formation.
Responsible AI.
- Use AI only where it is appropriate
- Keep high-impact decisions reviewable
- Expose uncertainty and source evidence where needed
- Protect confidential and personal information
- Test for harmful failure modes
- Maintain audit and override mechanisms
- Avoid presenting generated output as verified fact without validation