Companion Animal
- Vaccination and booster reminders
- Parasite-control schedules
- Senior and wellness screening reminders
- Owner health-plan follow-up
Surveillance and Preventive Medicine
From Disconnected Case Data to Actionable Animal-Health Intelligence
vSAM AI Technologies explores digital systems that help veterinary organisations organise approved health data, identify patterns, coordinate preventive programmes, and support timely professional review.
Surveillance workflow
A Reviewed Path From Data to Response
- 1Approved Data Sources
- 2Data Validation
- 3Aggregation
- 4Pattern Detection
- 5Veterinary or Epidemiological Review
- 6Alert or Investigation
- 7Approved Response
- 8Monitoring
Data the platform may support
- Clinical case records
- Laboratory results
- Species and population data
- Geographic information
- Time-based trends
- Vaccination records
- Mortality or morbidity reports
- Field observations
- Production and herd-health indicators
The system organises and highlights information. It does not independently confirm an outbreak — confirmation rests with authorised veterinary and epidemiological professionals.
Surveillance capabilities
Tools That Support Professional Surveillance Work
Case Aggregation
Bring approved reports into a structured surveillance view.
Trend Monitoring
Compare patterns across time, species, location, or organisation.
Unusual-Pattern Detection
Highlight records or trends that may require professional attention.
Geographic Visualisation
Present approved regional data through maps and location summaries.
Alert Workflows
Route reviewed signals to authorised teams according to configured rules.
Investigation Tracking
Record assignments, findings, actions, and case status.
Reporting
Prepare draft summaries for professional review.
Programme Monitoring
Track preventive interventions, coverage, and follow-up activities.
Preventive medicine
Coordinate Preventive Care at Patient, Herd and Population Level
- Vaccination schedules
- Deworming programmes
- Screening reminders
- Preventive examination schedules
- Herd-health programmes
- Biosecurity checklists
- Health-plan follow-up
- Owner or producer communication
- Coverage monitoring
- Missed-action review
- Seasonal planning
- Educational campaigns
Equine
- Vaccination and dental schedules
- Worm-control programmes
- Yard or stable biosecurity checklists
- Movement and event preparation reminders
Livestock and Population Health
- Herd vaccination and treatment planning
- Herd-health visit scheduling
- Producer communication
- Coverage and missed-action review
Examples only; suitability depends on each organisation's species, programmes and local requirements.
Outbreak and incident workflow
An Illustrative Incident Workflow
- 1Signal
- 2Professional Review
- 3Investigation
- 4Case Definition
- 5Communication
- 6Intervention
- 7Follow-up
- 8Closure
Safeguards
- Alerts require authorised review.
- Data completeness and reporting practices influence results.
- Geographic and individual information must follow approved access rules.
- Emergency and statutory reporting remains the responsibility of authorised organisations and professionals.
- This website does not provide outbreak diagnosis or emergency reporting.
One Health
Connected Perspectives for One Health
Appropriate projects may connect permitted animal-health, zoonotic-risk, environmental, laboratory, and population information, so that teams can review related signals together. Any connection depends on approved data-sharing arrangements; vSAM does not hold active access to human-health or government databases.
Antimicrobial stewardship
Supporting Stewardship Programmes
- Usage summaries
- Species and indication categorisation
- Prescribing-pattern review
- Repeat-use monitoring
- Guideline-reference workflows
- Follow-up requirements
- Professional reporting
These tools support review and stewardship programmes. They do not independently authorise, change, or prohibit treatment.
Surveillance dashboard
How a Surveillance View Could Be Organised
Illustrative Surveillance View — demonstration shapes, not real events
Reports received
Records awaiting review
Trends by species
Trends over time
Preventive-programme coverage
Investigation status
Geographic distribution
Who this may support
Organisations This Work May Support
- Veterinary clinics and hospitals
- Herd-health organisations
- Equine organisations
- Veterinary colleges
- Research institutions
- Government veterinary departments
- Animal-health programmes
- NGOs and professional associations
Planning a Surveillance or Preventive-Health Programme?
Tell us about the population, workflow, existing data sources, reporting needs, users, and decisions the system should support.