Self-hostable. Built for safety. Stay in control.

The FrontierAI Labfor Healthcare

We build specialised AI for healthcare conversations and workflows, connected through OIL — our Operational Intelligence Layer.

GDPR compliantHIPAA ready

Fluent in 60+ languages.

Auto-detectedSwitches mid-sentenceEU-hosted audio

Loved By

  • tús go deireadhManor Road SurgeryOptiman ClinicgpdocSavvy HealthEnterprise IrelandNDRCGoogle CloudMicrosoft AzureAWSStripeDeepgramSpeechmaticsDatadogWeb SummitElevenLabsVast.aiai-coustics
boltSub-second P99
Latency SLA
<182ms

Roundtrip turnkey voice latency across 40k+ verified concurrent clinical interactions.

P50: ~94msP99.9: <210ms
languageZero drift
Linguistic Precision
60+Languages

Native multi-dialect translation and accent preservation with instant mid-sentence code switching.

Dynamic switchNo pause gap
verified_user0 hallucinations
Clinical Reasoning
99.8%Accuracy

Character-by-character validation against the Clinical Constitution before any turn executes.

AHR Verifier v2.4Always-on
lockEU AI Act compliant
Data Residency
100%EU Soil

Zero US CLOUD Act exposure, HIPAA compliant, and isolated multi-tenant deployment options.

GDPR-firstDedicated tenancy

Workflow Builder

Drag the blocks. It runs the call.

Every step is a block you drop into place: the eligibility check, the intake, the symptoms, what gets written back. The verifier reads each turn before the patient hears it, and anything it stops goes to a person instead.

  1. call
    Trigger
    Caller line
    auto-detect
  2. health_and_safety
    Admin path
    Insurance Eligibility
    42 ms
  3. task_alt
    Admin path
    Prior Auth Status
    verified
  4. translate
    Clinical path
    Multilingual Intake
    99.2% conf
  5. psychology
    Clinical path
    Symptom Extraction
    nlp engine
  6. sync
    Action
    EHR Sync
    write-back
  7. record_voice_over
    Reply path
    Spoken Reply
    same voice
  8. support_agent
    Reply path
    Clinician Handoff
    on any block
  9. verified_user
    Constitution
    AHR Verifier
    v2.4

Core Systems

Deep tech pillars.

Built on a foundation of determinism and sovereignty — the three systems every clinical turn passes through.

Primum AI

Every clinical turn, verified character-by-character

01
deterministic0 hallucinations
hubVerification LayerAHR v2.4 / always-on
Verification99.8% accuracy

AHR (Ant Hill Reasoner)

Our deterministic verification layer ensures every output is cross-referenced character-by-character for clinical safety.

Primum AI

Medical-grade models, isolated on sovereign soil

02
EU regionno data egress
dnsModel EstateDedicated tenancy
Infrastructure100% EU-hosted

Multi-Model Sovereignty

Proprietary models optimized specifically for medical discourse, running in fully isolated, sovereign European infrastructure.

Primum AI

Legacy EHRs, driven without an API

03
Epic / CernerHL7 / FHIR
sync_altShadow UserHeadless session driver
Integration0 migrations

Shadow User Integration

Bridging the legacy EHR API gap. Our system seamlessly interfaces with existing medical records without complex migrations.

Healthcare Specialty Expertise

Custom Solutions Built For Every Healthcare Specialty

Hear itYourself

Meet Primum Voice AI.

Your AI phone agent for inbound calls and outbound campaigns — appointments, refills, recall, and translation — answered in seconds, written back to the record, without adding a single desk.

AI Voice Agent Demos

Hear our AI agents.

Four unedited English calls, straight from the line. Press play on any card — clips load only when you ask for one.

Integrations

Your EHR stays where it is.

We connect to more than 15 EHR and practice management systems. Athena is the one we have gone furthest on, and it shows in what actually lands back in the chart.

athenahealth

Where we have gone furthest

Deepest build
  • Writes into discrete fields, not a PDF stapled to the chart.
  • Scheduling, eligibility and recalls stay in step, same-day changes included.
  • Orders, results and tasking route straight through. No middleware in the way.
What we speak
HL7 v2 · FHIR
Access you can revoke
SMART · OAuth 2.0
  • athenahealth
  • Greenway Health
  • NextGen Healthcare
  • Epic
  • AdvancedMD
  • eClinicalWorks
  • ModMed
  • Oracle Health
  • Nextech
  • Veradigm

Languages

Patients switch language. So does the agent.

Someone starts in Polish, says the name of their medicine in English, then carries on in Polish. The agent follows without stopping. Nobody waits on hold while you find a colleague who can take the call.

  • No pause, no menu, no transfer to someone else.
  • Accents and dialects come through, so the patient still sounds like themselves.
  • Notes come back in your language, whatever the call was held in.
Languages and dialects
60+
Turn latency, P99
<182 ms
gavelClinical Governance

The safety architecture behind every turn.

Whether the engine is translating a rare medical term, answering a clinic phone, or running a visual workflow, every output is deterministically checked against the Clinical Constitution before it reaches a patient.

Engineered for the EU AI Act
Article I: Clinical HarmlessnessEnforced
The system shall never output unverified prescriptions, and shall never delay triage for emergent presentations — STEMI, stroke signs, or sepsis escalate immediately.
Article II: Epistemic HumilityEnforced
The system shall communicate its nature as an AI assistant and defer to human clinical judgment the moment uncertainty exceeds the defined safety threshold.

FAQ

Frequently asked questions.

Everything clinical, legal, and operational — answered before you ask.

How secure is the patient data shared with Primum AI?expand_more

Primum is built GDPR-first and HIPAA-ready. All voice processing runs in sovereign EU cloud infrastructure, no audio is used to train third-party foundation models, and patient PII is scrubbed character-by-character in memory before persistence.

How does the 60+ language engine handle mid-sentence switching?expand_more

Our acoustic language model operates token-by-token rather than sentence-by-sentence. When a patient starts in English and switches to Spanish or Polish to describe a specific symptom, the engine recognises the acoustic shift instantly and still produces consistent clinical documentation.

Can non-technical staff use the workflow builder?expand_more

Yes. The builder is designed for practice managers and lead clinicians. You drag blocks for intake, clinical question, acuity threshold, multilingual check, and EHR destination — no programming knowledge required.

How fast can a practice or hospital deploy Primum?expand_more

Standard GP practices deploy within 24 hours using pre-configured call forwarding and clinical templates. Health systems with custom FHIR and legacy EHR integration typically launch pilot wards within 7–10 business days.

Does Primum replace our existing phone system or EHR?expand_more

No. Primum sits on top of your existing SIP trunks, PBX, and EHR. Our Shadow User integration bridges legacy API gaps without expensive database migrations.

Bring sovereign clinical intelligence to your organization.

Activate voice reception, real-time translation, visual workflows, and 60+ language capability in one unified, constitution-bound platform.

Book a Live Demo

See the platform run a real call.

A guided walkthrough of the full clinical stack — voice, verification, and EHR integration.

  • check_circle24-hour GP practice deployment
  • check_circleZero data egress or migrations
  • check_circleDedicated sovereign EU tenancy

Request a demo

Fill in your details and our team will schedule a call.

Phone Number

Nothing to install, and no access to your systems needed.