DiseaseWatchU​K
Project Guide & Knowledge Base

Frequently Asked Questions

Find clear answers on our core mission, zero-PII privacy architecture, AI vision scanner, Defra/APHA wildlife biosecurity, and RCVS clinical ethics.

Zero-PII Geo-Fuzzing (300m–600m)RCVS Chapter 14 Client ConfidentialityDefra / APHA Avian Biosecurity
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Pet health and outdoor hazard alerts in the United Kingdom have historically been fragmented. When an acute contagious disease (such as Canine Parvovirus) breaks out or a lethal natural hazard (such as Blue-Green Algae) blooms in a lake, that crucial knowledge often remains isolated within a single veterinary practice or an unverified local social media post.

DiseaseWatch UK connects the dots by providing a free, real-time biosecurity network. Our goal is to shift companion animal welfare from reactive emergency treatment to proactive prevention—giving pet owners and veterinary teams the advance intelligence they need to avoid danger before harm occurs.

  • The "Pre-Walk Check": Just as you check the weather before leaving home, you can check the interactive map for confirmed trail hazards—like toxic blooms, discarded cooked bones, or poisonous flora—along your route.
  • Neighbourhood Outbreak Foresight: Discover whether Parvovirus, Leptospirosis, or Canine Distemper is circulating in your borough, allowing you to tighten hygiene, isolate vulnerable puppies, and verify vaccination boosters.
  • On-Trail AI Field Assistant: Unsure if an unfamiliar berry, fungus, or substance on your walking path is hazardous? Snap a photo in the app to get instant, canine-calibrated risk identification.
  • Zero Exposure: You can contribute observations to keep your local community safe without exposing your personal identity, contact details, or exact home address.

Below is a complete visual breakdown of how an address submitted by a clinic (or pet owner) is processed by our code and transformed into a safe, fuzzed neighbourhood signal:

Zero-PII Privacy Architecture

How Our 300m–600m “Protective Donut” Works in Real Life

A step-by-step visual demonstration of how a veterinary report protects client confidentiality while keeping local dog walkers warned.

What the Clinic SubmitsPrivate Input

Famous Incident Example:

10 Downing Street, Westminster, SW1A 2AA

Condition: Canine Parvovirus (CPV)

Status: Lab Confirmed (PCR)

✕ “10 Downing Street” is deleted instantly in memory
✕ Inward code “2AA” (specific street) is stripped
✕ Zero pet or client names saved (No database columns)
What the Public Sees on the MapSafe Public Pin
Lab Confirmed (PCR) • Clinical Report

Canine Parvovirus (CPV)

Location: SW1A Area (Fuzzed ±500m)

Reported: Today • Active Biosecurity Alert

✓ Pin sits ~400m away in St. James's Park
✓ Local dog walkers are alerted before visiting park trails
✓ 100% compliant with RCVS Chapter 14 Client Confidentiality
Real Westminster Demonstration•London SW1A (10 Downing Street & St. James's Park)
~400m offset🏛️ 10 Downing Street (SW1A)(Erased Immediately in Memory)⛔ 300m Dead ZonePin NEVER lands here — protects Whitehall & Downing St🛡️ 300m–600m Protective DonutPin lands safely inside this public walking perimeter📍 St. James's Park (Public Trail)🧪 Lab Confirmed (PCR) • Clinical ReportCanine Parvovirus (CPV)📍 SW1A Area (Fuzzed ±500m)200 metres
Actual Location (10 Downing Street): Protected inside the 300m Dead Zone—no pin ever appears on Downing Street or Whitehall.
Public Pin (~400m away): Appears in St. James's Park to warn local dog walkers.
Educational schematic overlay on real Westminster cartography (SW1A). The live algorithm applies uniform 300m–600m displacement & ~110m grid quantization.

Have a question that isn't covered here?

Our team is always happy to explain our epidemiological methods, data anonymisation algorithms, or AI vision training.