02
The AI Layer

AI woven into every workflow.

Not a chatbot grafted onto a kennel database. The intelligence layer that runs triage, matching, prediction, and outreach across your entire animal services operation.

i.Conversational

The AnimalShelterIQ Assistant

A conversational, organization-aware assistant accessible from anywhere in the app — like ChatGPT, but for your shelter's live data.

  • Chat with live data — animals in care, lapsed licenses, adoptions, length-of-stay, vaccinations, kennel utilization, donations
  • Persistent multi-conversation history with sidebar navigation
  • Rate-limited, org-scoped, read-only — analyze, never modify
ii.Reunification

AI Lost & Found Match

The hardest job in shelter work — getting lost pets home — handled by AI in seconds, not weeks.

  • Photo-based visual matching across active strays, recent intakes & microchip registries
  • Cross-references breed, color, weight, sex, age, location radius & date
  • Confidence-ranked top matches with reasoning per match
  • Public portal: an owner uploads a photo, gets candidates instantly
iii.Adoption

AI Adoption Matching

Lifestyle-aware compatibility scoring that explains itself — not a black-box swipe app.

  • Adopter profile: household, kids, other pets, activity level, experience, allergies, hours alone
  • Matched against every available animal's temperament, energy, history & medical needs
  • Top-N ranked recommendations with a written rationale per pet
  • Counselor-in-the-loop: staff can override, save shortlists, send to applicant
iv.Compliance

AI License Outreach

Drives compliance without a call center. The AI does the diligent, polite, persistent follow-up.

  • Detects lapsed and never-licensed pets via vet, microchip & intake data
  • Drafts personalized renewal notices — text, email, or print
  • Prioritizes outreach by zone, lapse age & prior compliance
  • Tracks open-rate, click-through, and renewal conversion automatically
v.Field Services

AI Auto-Triage for Field Calls

The moment a citizen submits a complaint — via the public portal, phone intake, or webhook — the AI takes over.

  • Reads description & classifies type (bite, stray, neglect, dangerous dog, noise, welfare check)
  • Geospatial cross-reference of nearby active calls, prior incidents at the address & known animals
  • Assigns priority + confidence; auto-dispatches high-priority to nearest officer
  • Detects duplicates and recurring complaints at the same location
vi.Health

AI Predictive Health Alerts

A weighted risk-scoring engine that watches every animal in care for early signs of trouble.

  • Behavior notes & vital trends scored continuously
  • Kennel-cough, parvo & URI exposure risk computed from cohort proximity
  • Age, condition, intake stress & surgery recovery weighted in
  • Critical / High / Medium / Low alerts with reasoning per animal
vii.Knowledge

AI Bite & Incident Drafting

Speak a few sentences. Get a state-compliant report ready to file.

  • Voice-to-text capture in the field officer app
  • Auto-generated bite report — victim info, animal info, location, severity, prior incidents
  • 10-day quarantine schedule and rabies follow-up auto-created
  • Pulls prior incidents at the address into a single timeline
viii.Productivity

AI Smart Fields

Start typing an intake or call. The AI auto-suggests breed, color, age estimate, temperament, division, and category before you finish the form.

  • Cost-optimized via GPT-5-mini for high-volume intake paths
  • Suggestions are accept/reject — humans always in the loop
ix.Engine

Models & ML stack

Best-in-class language and vision models with internal scoring engines.

  • OpenAI GPT-5 — assistant, adoption matching, bite-report drafting
  • OpenAI GPT-5-mini — smart fields, call triage (cost-optimized)
  • Vision models — lost-and-found photo matching
  • Internal weighted scoring engine for predictive health
  • Geospatial correlation engine for location-aware triage

Intelligence, in every workflow.

From auto-triage to lost-and-found photo matching, predictive health to the in-app assistant — the AI is woven through every part of the platform.

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