Veterinary Software Development Services — AI Chat, Voice & Scanned-Report Intelligence

Veterinary medicine is medicine with a workforce problem. Clinics are short-staffed, margins are tight, and most existing software was written decades ago and still feels like it. DiveScale ships vet-specific products that meet the realities: short consult windows, multi-pet households, multi-clinic ownership groups, and the unwritten rules of how a working exam room actually runs.

Our production stack here is the same disciplined foundation we apply across regulated industries: NestJS APIs, Next.js (App Router) on the client side, Terraform-managed AWS, AWS Lambda for event flows, GitHub Actions CI/CD with OIDC, Docker containers built and signed in CI, and Auth0 for identity. We use Figma + Code Connect to keep design and code paired — crucial for vet UX where small inconsistencies erode the trust clinics extend to a third-party product.

On the AI side we ship two production-grade flows. The first is AI chat — triage, intake, refill requests, post-visit care — grounded in your clinic policy and species-specific knowledge, with explicit refusal patterns when uncertainty is high. The second is AI voice via ElevenLabs, where we built natural, multilingual phone agents that handle after-hours triage, reminder calls, and post-visit check-ins. Both stay inside policy guardrails and escalate cleanly to a real veterinarian when judgment is required.

Scanned-report intelligence is where vet teams gain the most operational lift. Using Mistral’s OCR, we extract structured data from x-rays, lab results, vaccine certificates, external referral notes, and historical paper records — turning scanned PDFs and images into clean fields that flow straight into the patient record. New patient onboarding goes from a 15-minute manual transcription to a 60-second upload-and-confirm flow.

We treat billing with the same care as the clinical layer. Custom Stripe integrations cover deposits, treatment-plan financing, Stripe Connect for multi-clinic payouts, subscriptions for wellness plans, and the reconciliation reporting accountants actually need. Refunds, disputes, and partial captures all run idempotently — a real-world cleanup for vet billing that historically lived in spreadsheets.

Operationally we cover the boring parts that decide whether a vet product survives its first year: multi-clinic configuration, role-scoped access (owner vs. tech vs. doctor vs. front desk), audit trails on clinical actions, observability with CloudWatch + OpenTelemetry, on-call coverage, and a release cadence that does not bring the clinic down at 8:30am on a Monday.