Human Rounds

AI-native healthcare automation that keeps clinicians in control.

Human Rounds connects appointments, referrals, intake, clinical preparation and follow-up to the health record already in place. It reduces screen work without replacing local systems or professional judgment.

GitHub Reference installation

Open source, modular and safe by design. Pinamar Turnos is the first working implementation; additional AI modules are in development.

Human Rounds modules organised around the relationship between patient and care team Módulos de Human Rounds organizados alrededor del vínculo entre el paciente y el equipo de salud
Human Rounds connects modular workflows around the patient–care-team relationship; every status is explicit.

The encounter is the point.

Human Rounds was rebuilt with artificial intelligence in mind from the start. AI handles the repetitive work before, during and after care while the existing clinical record remains authoritative.

  1. 01

    Listen

    Capture the patient’s words by voice or text, with self-service or assisted access.

  2. 02

    Coordinate

    Automate appointments, referrals, arrivals, queues and follow-up.

  3. 03

    Prepare

    Bring forward the facts, alerts and evidence a professional needs to decide.

  4. 04

    Record

    Write structured outcomes back to the authorised health-information system.

AI prepares. The professional decides.

One working installation. One careful module at a time.

Human Rounds starts with Pinamar Turnos. Capabilities built in the earlier Sana work enter the public project only after review, integration and an honest status label.

Reference installation

Pinamar Turnos is the working base: a public-health access layer for a municipal hospital and primary-care network.

  • Service discovery across the hospital and community health centres.
  • Appointments and walk-in guidance that reflect how each service actually attends.
  • Referral-first requests with preparation guidance and professional review.
  • Patient accounts and follow-up without duplicating the official clinical record.
  • Institutional administration for services, centres, schedules and requests.
  • Health-record handoff through the authorised local connector.

Reference installation

Entering Human Rounds

These AI-native modules are implemented in earlier Sana prototypes and are now in development for reviewed incorporation. The prototypes themselves are not public product claims.

  • Voice-first intake that structures the patient’s account without replacing it.
  • Clinician summaries that put consequential information first.
  • Evidence-backed differential suggestions with probabilities only after local calibration.
  • Deterministic safety rules that an AI model cannot downgrade.
  • Identity and coverage automation through authorised regional connectors.

No model diagnoses, prescribes, discharges or changes care without a professional action.

AI-native. Open by design.

The intelligence is built into the workflow, not bolted on as a chatbot. The code, operating model and local adapters are designed to remain inspectable and replaceable.

Open source

The public repository begins with the website, architecture and roadmap. Reviewed modules follow one by one.

Human authority

AI can listen, organise and suggest. People retain clinical judgment, consent and accountability.

Local control

Institutions keep their system of record, policies and deployment choices.

Built for reality

Shared devices, intermittent connectivity and low-bandwidth workflows are first-class conditions.

Universal modules. Local connectors.

The core journey can travel. Identity, consent, terminology, coverage, referrals and the authoritative record remain jurisdiction-specific.

  • Reusable core: access, scheduling, referrals, intake, coordination and clinician-reviewed support.
  • Regional adapters: local teams may need to write code for identity, coverage and record systems.
  • Open contribution path: we welcome pull requests for regional systems and implementation guides.
  • Regulation by module: operational automation can lead; clinical functionality follows local evidence and regulatory pathways.

Hecho para integrarse con la salud pública argentina.

Human Rounds no reemplaza los sistemas oficiales. Se conecta con ellos donde existe autorización y suma cada adaptador jurisdicción por jurisdicción.

HSI

El flujo de referencia ya trabaja con la Historia de Salud Integrada. La historia clínica sigue siendo la fuente oficial.

Historia de Salud Integrada

SISA, REFES y REFEPS

Los establecimientos, profesionales y catálogos deben alinearse con los registros federales y las reglas de cada jurisdicción.

Registros federales de salud

SNOMED CT y guías oficiales

Los módulos clínicos en desarrollo se limitan a terminología, guías y protocolos aprobados por la autoridad sanitaria correspondiente.

Estándares de salud digital

Municipios y provincias

Aceptamos contribuciones para conectores regionales. Cada implementación conserva sus autorizaciones, reglas y responsables.

Contribuir en GitHub

What grant funding unlocks

Grant support turns a working municipal reference into audited, reusable public infrastructure.

  1. 01

    Reference deployment

    Harden Pinamar Turnos, train teams and measure access and workload in real operations.

  2. 02

    AI module integration

    Move one reviewed Sana capability at a time into Human Rounds with safety and governance gates.

  3. 03

    Independent validation

    Measure time saved, access, safety, clinician workload and calibrated model performance.

  4. 04

    Open implementation kit

    Publish reviewed modules, adapters, governance templates and findings for the next site.

Grant-funded public pilots can launch without a software licence fee. Funding pays for implementation, integration, validation and support.

Roadmap

  1. Now

    Human Rounds public project and Pinamar Turnos as the working reference installation.

  2. Next

    Integrate and publish one reviewed AI-native module at a time.

  3. Then

    Independent evaluation, additional public-health pilots and regional interoperability packs.

Fund or implement Human Rounds

We are looking for public-health institutions, universities, foundations and implementation partners that can host, evaluate or fund a real pilot.