Are you a “blockchain company”?
We are an engineering provider. We use distributed ledgers where they add value—transparent registries, rights accounting, auditable transactions. We do not impose technology where it doesn’t serve the business case.

How do you handle patient/student data?
Strict data minimization, consent, encryption, and audit trails; where applicable, differential privacy and ZK metrics to evaluate model quality without exposing personal data.

Is CognitiMag a medical device?
No. It is a digital coaching and educational support tool. It is not intended for diagnosis or treatment. For medical questions, consult licensed professionals.

How do you calculate ROI for city pilots?
We rely on CivicScore, TCO/LCCA, and scaled impact; we compile public reports and maintain transparent impact panels.

How do you ensure regulatory compliance?
We design reporting and control processes into the architecture, document them, and conduct periodic audits.