Safety articles
How responsible teams build and deploy clinical AI in dental practice — the standards, safeguards, and habits that keep patients safe.
Clinical Safety by Design: DCB0129 and DCB0160 in Dental AI
How the NHS clinical-risk-management standards apply to AI software in dentistry, and why a named Clinical Safety Officer matters.
Keeping Patient Data Safe: GDPR, Encryption and Data Minimisation
Patient audio and clinical notes are special-category data. Here is the layered approach that keeps it protected end to end.
MHRA Class I Registration: What It Means for an AI Dental Tool
Why some clinical software is a regulated medical device, what Class I registration involves, and how it constrains the technology you can use.
Human in the Loop: Why the Dentist Always Has the Final Word
AI should draft, never decide. How review-before-commit and clear authorship keep clinical accountability with the clinician.
Guarding Against AI Errors and Hallucinations
Language models can invent plausible-sounding detail. The engineering and prompt safeguards that keep fabricated content out of clinical notes.
Audit Trails and Version History: Accountability You Can Inspect
Who recorded what, when, and what the AI originally proposed versus what the clinician changed — and why that record matters.
Patient Confidentiality in the Age of AI Transcription
Consent, transparency and the practical etiquette of recording a clinical encounter responsibly.
Where Infection Control Meets Digital Workflows
A hands-free, voice-driven note workflow has an underappreciated benefit: it keeps clinicians away from shared keyboards and screens at the chairside.
Responsible AI Governance: Model Selection, Monitoring and Bias
Choosing models is a governance decision, not just an engineering one. How ongoing monitoring and bias awareness keep a clinical tool trustworthy.
Incident Reporting and Continuous Safety Improvement
Safe systems assume they will fail. How structured incident reporting and a feedback loop turn near-misses into permanent improvements.