Security & Trust — Quantum5D.ai

Quantum5D.ai is building its security, privacy, and governance program to support controlled FQHC pilots. This page describes our current practices and the standards we are working toward.

Responsible AI

AI That Supports Decisions, Never Replaces Them

These principles govern how AI features are designed and will be enforced as they move into production. Current interactive prototypes are demonstrations built on synthetic data.

Every AI-powered feature in Quantum5D.ai is designed to augment clinician and executive judgment — not replace it. Our applications surface recommendations, flag risks, and provide analysis, but every consequential action requires human review and approval.

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Transparency

When AI generates a recommendation, the reasoning and source data are visible. No black-box outputs.

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Human Override

Users can override, adjust, or dismiss any AI-generated recommendation at any time.

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Citation

Regulatory references, policy citations, and data sources are linked directly to outputs.

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Audit Trail

Actions, overrides, and AI-generated outputs are logged for accountability and review.

Data Practices

Your Data Stays Yours

Quantum5D.ai does not sell, share, or use customer data to train AI models. Each organization's data is logically isolated and accessible only to authorized users within that organization.

No cross-customer data sharing Organizational data is logically separated. One customer's data is never visible to another.
No model training on customer data Customer inputs, documents, and outputs are never used to train or fine-tune AI models.
Data minimization We collect and retain only the data necessary to deliver the service. Prototype demonstrations use synthetic data exclusively.
Deletion on request Contact and inquiry data may be deleted on request at any time. Data retention and deletion procedures for pilot engagements are defined in the pilot agreement, scoped to the data each pilot actually holds.

Security

Infrastructure and Access Controls

Quantum5D.ai is hosted on modern cloud infrastructure with encryption, access controls, and monitoring appropriate for an early-stage health technology platform.

Capability	Status
Encryption in transit (TLS)	Active — All connections encrypted via HTTPS/TLS
Encryption at rest	Active — Database and storage encrypted at rest by the hosting infrastructure
Authentication	Building — Password-protected administrative access. Authentication for customer platform access is in development. Public prototypes use synthetic data and require no authentication by design.
Access control	Building — Database-level access policies are in place for data ingestion. Role-based access control for customer-facing applications is in development.
Audit logging	Building — Structured logging for user actions and data access
Vulnerability management	Building — Dependency scanning and update cadence being formalized
Penetration testing	Planned — Third-party assessment planned prior to production pilots
Third-party certification	Planned — Assurance and certification pathways will be evaluated as customer requirements and production scope mature.

Privacy

Privacy by Design

Privacy considerations are embedded into product development from the start, not added as an afterthought.

No PHI in demonstrations All interactive prototypes and showcase demonstrations use synthetic data. No protected health information is used in any public-facing content.
Access limited by role Database-level access policies control data ingestion. Role-based access for customer-facing applications is being built to ensure users see only the data relevant to their role and organizational scope.
HIPAA alignment in progress Quantum5D.ai is designing its technical and administrative controls to align with HIPAA requirements as the platform moves toward production pilots. Pilots involving protected health information require a Business Associate Agreement. One will be executed before any such pilot begins.

Product Governance

How We Build and Ship

Quantum5D.ai follows a structured development process designed to maintain quality, prevent regressions, and ensure that changes are reviewed before reaching users.

Change management All code changes go through version control with documented history. Deployments are deliberate, not automatic.
Pre-deploy verification Syntax validation, feature marker checks, and browser testing are required before every production deployment.
Rollback capability Every deployment is backed by a timestamped backup. Backups are stored outside the public web root. Rollbacks can be executed within minutes.
Health monitoring Automated health checks verify platform availability, content integrity, and infrastructure status every six hours.

Trust Resources

Questions? We Are an Open Book.

Quantum5D.ai is a minority-, pharmacist-, and woman-owned company founded by a pharmacy executive with FQHC operating experience. We understand that trust is earned through transparency, not marketing. If you have questions about our security practices, data handling, or AI governance, we welcome the conversation.

Our Commitment to Security, Privacy, and Responsible AI