Why it matters
Without it, incomplete medical histories, unsigned documents, or missing retention records can lead to unsafe dives, delayed starts, and insurance complications.
From design to safety
Design
AI supports intake design
The system maps fields from medical questionnaires, physician sign-off requirements, and retention rules to define data flows and validation logic for the future centre platform. It also defines data lineage, role-based access, and audit logging for onboarding new staff and vendors. Additional schema describes field-level validations for allergies, prior surgeries, asthma control, diabetes management, and medication interactions. It creates a data dictionary with field types, permissible values, and cross-field dependencies to guide developer APIs and forms design, ensuring alignment with local regulatory expectations and insurer requirements.
- medical questionnaire form
- physician sign-off workflow
- contraindication database
Build
Systems for documentation
During fit-out, the team implements digital forms, signer authentication, and retention policies with version control and audit trails. It also enforces encryption at rest and in transit, offline backup, and a formal change control process. The build includes QR-coded patient records, offline-capable tablets at the front desk, and a secure cloud repository with immutable logs and dual-region replication. It defines automated data retention schedules linked to regulatory windows and creates test data for risky submission scenarios to validate edge cases.
- medical questionnaire form
- physician sign-off workflow
- medical records retention policy
Operation
Live screening and routing
In daily operations, AI reads responses, flags contraindications, routes to physicians, and updates access controls for the roster and trainings. It also queues high-risk cases for rapid physician review and updates onboarding status. It integrates with dive roster software, course registration, and EMS contact lists, pushing alerts to mobile devices and wall-mounted displays in the briefing room. Real-time dashboards show risk heatmaps by site and season, with automated escalation to the medical director for reviews of borderline cases.
- contraindication database
- medical records retention policy
- regulatory compliance log
Maintenance
Ongoing validation & updates
Regular checks align forms with evolving guidelines; update physician lists, retention cycles, and compliance reports. It performs monthly policy reviews, data leakage drills, and validation against insurer requirements. The maintenance plan includes routine re-encryption, key rotation, incident response rehearsals, and quarterly audits of access controls, with versioned policy updates stored in the change log and approved by the data protection officer.
- medical questionnaire form
- regulatory compliance log
- data protection and access controls
Safety
Safety-critical screening
AI produces real-time flags for high-risk responses, prompts dive supervisors to verify medical clearance, and updates emergency readiness documents. It generates patient-specific emergency action plans and synchronizes oxygen kit readiness. It validates O2 kit contents against inventory, ensures medical kits are within expiry, and flags shortages to procurement. It also records dive-site medical readiness notes linked to the dive plan and incident response drills.
- physician sign-off workflow
- contraindication database
- data protection and access controls
Part by part
- 1
medical questionnaire form
- Watch for
- outdated forms, missing patient consent, incomplete medical history, duplicate submissions
- AI action
- flag incomplete submissions and request clinician review before approval
- 2
physician sign-off workflow
- Watch for
- missing signature, expired certification, illegible stamp
- AI action
- notify supervisor; pause booking until valid sign-off obtained
- 3
contraindication database
- Watch for
- new contraindication not linked to record
- AI action
- alert clinician; block scheduling until review completes
- 4
medical records retention policy
- Watch for
- expired retention window, misnamed files
- AI action
- archive or purge per policy; notify admin of action
- 5
regulatory compliance log
- Watch for
- missing dates, unsigned forms
- AI action
- audit report generated; compliance officer reviews and comments
- 6
data protection and access controls
- Watch for
- unauthorized access, stale permissions
- AI action
- revoke access; require re-auth; log incident
Worked example
Catching a missing physician sign-off before a charter
Illustrative scenario with sample data.
A diver fills a medical questionnaire but the physician field is blank on the mobile intake form.
Signal in
form_id: Q-4821, patient_id: P-2198, fields: [medical_history: 'asthma', physician_signoff: '', consent: 'yes'], timestamp: 2026-11-01 09:12
System out
AI flags missing physician_signoff on record Q-4821; task assigned to Clinic Lead; reminder sent; trip roster on hold until clearance.
Human sign-off: Dive operations manager reviews flagged item, confirms asthma status with physician, approves or denies booking, and updates the roster.
How to roll it out
Phase 1
Weeks 1 to 4
Baseline data integration of forms, sign-offs, and retention rules into the central system.
Phase 2
Weeks 5 to 8
Pilot live screening with a subset of staff; monitor alerts and adjust thresholds.
Phase 3
Weeks 9 to 12
Full rollout with mandatory AI-backed checks for all bookings and course registrations.
Where people stay in charge
- Decisions affecting medical clearance must be signed off by a licensed physician or the centre medical director.
- AI can only recommend actions; final approval resides with the qualified person in charge of medical risk.
- Retention and data access policies must be approved by the data protection officer and documented in the emergency action plan.
Questions owners and crews ask
What happens if a diver has an unknown contraindication on the form?
The system flags the item, routes to the course director and medical lead, blocks scheduling until a physician reviews and updates the record.
Who signs off on medical clearance within the tool?
The responsible physician or the centre medical director signs off; the AI preserves a verifiable audit trail showing date, time, and signature status.
Can records be retained for legally required periods?
Yes, the retention policy enforces retention windows, provides archiving or purging actions, and logs all access and disposal events for compliance.
How does the system handle updates to medical guidelines?
Regulatory updates trigger a policy review by the compliance officer; forms and sign-off requirements are remapped, and affected records are revalidated.