Product architecture

One record per pet.
Every product
builds on it.

Three layers are designed to share one consented record per pet. Clinic software, the owner app and a basic consent-bound data API come first; the other products follow, phase by phase. Every product below says where it stands.

A demo is about 30 minutes on Tencent Meeting or WeChat video, or a visit in Shanghai: the scribe and workspace as they stand today, then your questions.

Status: In development Preview Illustration · not a live API Coming next On the roadmap

Illustration: the folded-paper dog and cat at the centre of a circle of care
Interfaces
Clinic web & tabletOwner app (WeChat first)Consent-bound data API
Intelligence
AI agentsScribe and owner assistant firstThe vet reviews every note
Data backbone
One record per petConsent registryShared with consentAudit log
Phases

Clinics first, then owners, then partners.

Each phase depends on the data the previous one produces. We do not promise dates.

PhaseWhoWhatStatus
Phase 0Design partnersShaping the AI scribe and the clinical workspace with the first design-partner clinics; free during the programme.Now (October 2026)
Phase 1Clinics liveThe clinical workspace and the AI scribe in daily use at design-partner clinics; the vet reviews and signs every note.In development
Phase 2OwnersThe Pet Health Passport and the AI Owner Assistant (WeChat mini-program first); the consent registry opens to owners alongside.In development
Phase 3PartnersConsent-bound data services for licensed insurers, pharma and brands; the consent-bound data API is an illustration today.On the roadmap

Nothing is live in a clinic yet. The order is a design intent, not a commitment.

01 · Clinic software

The vet's side: one tablet for the whole day.

A web and tablet EHR with AI agents, designed so every screen takes work away from the vet instead of adding to it.

Free for design-partner clinics during the programmeBecome a design-partner clinic
VetIn development

Clinical Workspace

Web and tablet EHR · prescriptions · imaging · billing · staff workflows · multi-clinic admin.

See the dashboard preview on sample data Preview

VetIn development

AI Clinical Scribe

Voice → structured SOAP draft in real time, saved only after the vet reviews and signs. ZH/EN. Visit summary drafted alongside. Designed to save 30+ min per vet per day.

Also planned
  • Diagnostic Co-pilotVetComing next

    Designed to lay out differential leads for the vet, flag dosing sensitivities and surface breed-aware similar cases; the vet decides.

  • AI RadiologyVetComing next

    Designed to assist image reading and show confidence scores; the vet makes the call.

  • Surgery Prep AIVetComing next

    Designed to build a pre-op risk profile, match anaesthesia protocols and draft post-op care templates.

  • Chronic Care TrackerVetComing next

    CKD · diabetes · arthritis · obesity — designed for automatic follow-ups, longitudinal lab trends and owner reminders.

  • Treatment Cost IndexVetComing next

    Designed to benchmark procedure prices by city and flag unusual price variance.

  • Smart SchedulingVetComing next

    Designed to estimate a realistic slot length for each case, flag no-show risk and route complex cases to senior vets.

  • Inventory ForecastingVetComing next

    Designed to forecast demand for vaccines, antiparasitics, diets and consumables and prompt a reorder when stock runs low; the clinic decides what to order.

  • Workload BalanceVetComing next

    Designed to show each vet's caseload by complexity, suggest mentoring pairs and flag early signs of overload; never to rate individuals.

  • Catchment InsightsVetComing next

    Designed to show the breed mix, age profile and common conditions around the clinic, from consented, de-identified aggregate data, to help plan services.

  • SaaS ↔ Owner App SyncVet & ownerComing next

    Designed to answer owners between visits and, with the owner's consent, pass red flags to the treating vet's Clinical Workspace.

02 · Owner app

The owner's side: one record, plain answers.

A lifelong, portable record plus AI agents designed for the owner — so clinical care is easier to understand.

WeChat mini-program first
OwnerIn development

Pet Health Passport

Lifelong record, portable across providers · imaging · vaccines · meds · allergies — owner-controlled, shared only with consent.

OwnerIn development

AI Owner Assistant

Everyday questions in plain language · breed-aware advice · vaccine and care reminders · anything clinical goes to the vet. Designed to run on a large model filed in China; every answer is labelled AI-generated.

Also planned
  • Owner Translation LayerOwnerComing next

    Designed to turn clinical terms into plain words — the same record, which expat families can also switch to English or French.

  • Pet Health AvatarOwnerComing next

    Designed as an engagement dashboard: weight, activity and mood trends · early-warning cards · gamified prevention.

  • Smart RecommenderOwnerComing next

    Diet · supplements · grooming · accessories — designed to suggest vet-validated picks from the pet's medical profile, not its browsing history.

  • Anomaly DetectionVet & ownerComing next

    Designed to raise longitudinal alerts such as 'creatinine trending up' or 'weight loss accelerating'.

  • Predictive Care TimelineOwnerComing next

    Designed to map upcoming care such as deworming, heartworm tests and dental checks, each one bookable at the usual clinic.

  • Trust layerOwnerComing next

    Designed to give owners price references and explain, in plain words, the evidence behind a treatment plan, so they understand it and can trust their vet.

  • AI Shopping AgentOwnerOn the roadmap

    Designed to answer owners' product questions in natural language, with vet-validated picks based on their pet's health record.

03 · Consent-bound data API

Consent first. Then data.

Designed so pharma, insurers and brands receive only what an owner has agreed to share, for a stated purpose — each with its own key, every request audit-logged.

For insurers, pharma & brandsTalk to us
Owner & clinicIn development

Consent registry

Every consent recorded on its own: to whom, which data, for what, for how long. The owner can revoke at any time, designed to take effect within seconds; every read and write goes to the audit log.

PartnerIllustration · not a live API

Consent-bound data API

Tokenised scope per request · designed to follow PIPL · audit-logged · distinct keys per partner. An illustration today, not a live API; the basic version follows the consent registry, the full enterprise version is on the roadmap.

Also planned
  • Population Health MapsPartnerComing next

    Designed to map anonymised disease incidence by city tier, breed, age and district, refreshed regularly.

  • PMS IntegrationsPartnerComing next

    Designed to connect with existing practice-management systems and bring legacy records into the Petnest AI schema.

  • Strategy & Analytics EngagementsPartnerComing next

    Designed to deliver market-entry, category-planning and market-access strategy work for brands, breeders and pharma, from consented, de-identified aggregate data.

  • Pharmaco­vigilance NLPPartnerOn the roadmap

    Designed to mine clinical notes for adverse-event signals, with monthly safety reports for pharma.

  • RWE Study PlatformPartnerOn the roadmap

    Designed for consented observational cohorts and structured outcome capture, designed around a veterinary-drug filing with the Ministry of Agriculture and Rural Affairs, using the US FDA guidance on real-world evidence (RWE) as a design benchmark.

  • IoT Device FeedsPartnerOn the roadmap

    Designed to stream data from wearables, activity trackers, lab analysers and imaging machines straight into the record.

  • Public-health SurveillancePartnerOn the roadmap

    Designed to give city authorities near-real-time syndromic surveillance and antimicrobial-resistance (AMR) stewardship dashboards, from consented, de-identified clinical data.

04 · Insurance

Insurance with context.

Designed for multi-factor underwriting on consented, longitudinal care history; enrolment and claims are handled by the licensed insurer, the vet counter is only the entry point.

For insurers & reinsurersTalk to us
Planned, not yet in development
  • Underwriting EnginePartnerComing next

    Designed for multi-factor risk scoring on consented history: breed × age × care history × geography.

  • Embedded EnrolmentPartnerComing next

    Designed for one-tap enrolment at the vet counter: pre-filled risk data · quote and payment inside the licensed insurer's or intermediary's own flow.

  • Vet-Counter Direct PayPartnerOn the roadmap

    Designed for real-time claims validation: the insurer pays the clinic directly and the owner pays only the deductible.

  • Claims Validation APIPartnerOn the roadmap

    Designed to check treatment against policy coverage automatically, flag possible fraud and lighten adjusters' workload.

  • Actuarial TablesPartnerOn the roadmap

    Designed to provide licensable Chinese pet actuarial tables with breed-level incidence, refreshed regularly for reinsurers.

  • Portfolio AnalyticsPartnerOn the roadmap

    Designed as an insurer dashboard: loss ratio by cohort · early warning on adverse selection · pricing insight.

  • Life-stage Policy AdjustmentPartnerOn the roadmap

    Designed to help licensed insurers adjust premiums to a pet's life stage, using care history shared with the owner's consent, instead of flat pricing.

  • Predictive Claims AgentPartnerOn the roadmap

    Designed to give licensed insurers an early warning on pets whose risk is rising, before the high-cost years begin, from care history shared with the owner's consent.

Insurance products are offered by licensed insurers; Petnest AI provides the technology. Designed so policies are quoted, sold and paid only by licensed insurers or licensed intermediaries; Petnest AI shares the care history only with the owner's separate, revocable consent.

05 · Commerce

Recommendations grounded in care.

Designed to recommend products from the pet's health trajectory — not from the ad auction.

Planned, not yet in development
  • MarketplaceOwnerOn the roadmap

    Designed to bring together vet-validated brands, with products curated to the pet's medical needs.

  • Smart AgentPartnerOn the roadmap

    Designed as a conversational agent — 'Time to switch to senior food?' — personalised by health trajectory.

  • Bundling EngineOwnerOn the roadmap

    Designed to bundle insurance, diet, preventive care and grooming at the right moment in a pet's life.

  • Prescription FulfillmentVetOn the roadmap

    Designed so a prescription written in the Workspace reaches the owner the next day, with auto-refills.

  • Brand Co-marketingPartnerOn the roadmap

    Designed to give brands opt-in cohorts for launches, evidence-based claims and CRM integration.

  • Loyalty & Care PlansOwnerOn the roadmap

    Designed as annual care plans that bundle vet visits, food and insurance in one subscription.

The intelligence layer

Ten AI agents — each designed for one job and one feedback loop.

Every agent is designed to run on the same consent-bound data layer. The scribe and the owner assistant come first; the other eight follow, phase by phase.

VetIn development

AI Clinical Scribe

Voice → SOAP draft · saved only after the vet's review · ZH/EN · designed to save 30+ min per vet per day

OwnerIn development

AI Owner Assistant

Everyday questions in plain language · care reminders · anything clinical goes to the vet · designed to run on a large model filed in China, answers labelled AI-generated

Also planned
  • Diagnostic Co-pilotComing next
  • Surgery Prep AIComing next
  • Owner Translation LayerComing next
  • Pet Health AvatarComing next
  • Smart RecommenderComing next
  • Anomaly DetectionComing next
  • Smart AgentOn the roadmap
  • Pharmaco­vigilance NLPOn the roadmap
The schema

Standard terminology + SOAP + NLP — the schema everything else is designed to build on.

Without the schema, the AI agents would be guessing. With it, each consult is designed to become structured data that other products can build on, but only with the owner's consent.

◇
In development

Standard clinical coding

Designed to map to ICD-11-style international coding, using international veterinary terminology, so records can be compared across clinics, regions and years; the exact standard is not final.

▤
In development

SOAP structuring

Subjective / Objective / Assessment / Plan — the standard clinical note structure, designed to apply to every consult.

✦
In development

Clinical NLP

A domain-tuned language model designed to turn free text into structured fields — including legacy paper records, via OCR.

⤓
In development

OCR + ingestion

Designed to bring paper notebooks, PDFs and records from existing practice-management systems into one schema.

⊹
On the roadmap

IoT Device Feeds

Designed to stream structured data from wearables, lab analysers and imaging machines straight into the record.

▦
In development

Audit log

Designed to record every read and write with timestamp, identity and scope, so every access can be traced.

See the case library → Trust centre
How data flows

From the consult to a partner, the owner's consent sits in between.

AI drafts, the vet signs, one record per pet; without the owner's separate consent, no partner sees the record.

Designed so data stays in mainland China Illustration · not a live interface
Clinic: the vet consults
AI scribe draftslabelled AI-generated
The vet reviews and signs
Petnest AI (mainland China)one structured record per pet
Owner's separate, revocable consentconsent registry
Licensed partnerconsent-bound data API · one key per partner, scoped token · illustration

Audit log: every read and write at each step above is recorded with time, identity and scope.

Any transfer abroad needs a legal basis and the owner's separate consent. Except where Chinese law requires it, for example when a clinic reports a notifiable animal disease to the authorities.

The scribe and the workspace come first.

Two clinic products are in development; the rest of the platform builds on them. See them as they stand today.

Free for design-partner clinics during the programme. Insurer, pharma or brand? Talk to us

Get a demoDesign-partner programme