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ROCSI AI Assistant / healthcare and medical services

Exploring administrative information pilots in healthcare

Clear administrative answers. Care remains with professionals.

Visitors to a clinic or hospital often need opening hours, addresses, general service information and administrative instructions before an appointment. An AI assistant could help them navigate approved published material, without giving medical advice.

The ROCSI demo does not answer questions about a clinic or anyone's health.

The public ROCSI demo only answers from ROCSI content. We have not deployed a human healthcare assistant and do not assume access to clinical systems, bookings, records or medical data. Any healthcare pilot requires separate design and validation, restricted to administrative information.

Illustrative conversation / fictional example
ROCSI / AI

A visitor asks

Where can I find reception hours and which administrative details should I check before making an appointment?

Expected responsible behavior

The assistant points to reception hours and administrative instructions in the clinic's approved sources, if available. Otherwise it directs the visitor to clinic staff. It does not interpret symptoms, recommend treatments or inspect personal appointments.

Fictional scenario. Not medical advice, triage, confirmation of an appointment or individualized clinical guidance.

01 / Useful information

A simpler way to find administrative details.

Opening hours, locations, contact details and administrative instructions can be scattered across pages. A dialogue may help visitors navigate without replacing clinicians or patient-care relationships.

01

For patients and visitors

Find published addresses, schedules, contacts and administrative steps without being encouraged to share symptoms or sensitive medical details.

02

For reception teams

A pilot can reveal repetitive questions about hours and logistics. It cannot prioritize cases or make medical decisions.

03

For management

Evaluate published information, safety boundaries and costs before further adoption, with no promises about reduced wait times.

02 / Safety boundaries

No clinical advice in place of a healthcare professional.

The assistant does not diagnose, interpret symptoms or test results, recommend treatment or provide triage. Administrative answers must rely on approved material; reducing errors requires ongoing checks and is not an absolute guarantee.

  • No diagnosis, symptom or test interpretation, treatment advice, prescriptions or medical triage.
  • In potentially urgent situations, visitors must not rely on the chat; emergency services and qualified healthcare professionals are the appropriate channels.
  • No collection of medical history, tests, diagnoses or other sensitive health data in public chat.
  • No confirmation or modification of personal appointments or access to medical records, prescriptions and clinical systems.
  • Approved sources, including internal material, require disclosure rules; processing approval alone never makes a document public.

03 / How a pilot could work

Approved administrative information, no clinical records.

A limited pilot would start with public pages covering locations, opening hours, administrative services and contact information, without integrations to electronic health records or appointment platforms.

  1. 01 / 04

    Select information

    The provider approves administrative pages and takes responsibility for keeping them current.

  2. 02 / 04

    Define boundaries

    Explicitly exclude diagnosis, treatment, triage, patient data and booking operations.

  3. 03 / 04

    Visitors ask

    The assistant may explain published hours, locations and administrative steps.

  4. 04 / 04

    Escalate correctly

    Medical questions, emergencies and individual cases go to qualified professionals and appropriate channels.

04 / What is demonstrated

Organization information, not clinical assistance.

What the ROCSI beta demonstrates

  • Romanian and English website chat restricted to approved public ROCSI material.
  • Grounded answers and acknowledgement of questions not supported by the corpus.
  • An opportunity to evaluate an information experience before a sector-specific implementation.

What is unavailable or outside this pilot

  • No medical diagnosis, treatment, clinical interpretation or triage.
  • No personalized guidance about symptoms, investigations or medication.
  • No live clinician availability or individual appointment access without separate integration.
  • No access to health records, prescriptions, lab results or other medical data.
  • No replacement for reception, healthcare professionals or emergency channels.

05 / Pilot journey

Careful validation, limited to administration.

We define scope and limits, document sources and explicitly test out-of-scope scenarios. No clinical integration, delivery timeline, price or outcome is promised.

  1. 01 / 05

    Scope discussion

    Identify administrative questions and actively exclude clinical activity.

  2. 02 / 05

    Approved corpus

    Select only administrative pages and rules suitable for public communication.

  3. 03 / 05

    Configuration

    Define allowed answers, refusal behavior and staff escalation.

  4. 04 / 05

    Testing

    Check medical requests, emergencies, privacy, freshness and mobile usability.

  5. 05 / 05

    Evaluation

    Measure administrative usefulness, risks and cost before any expansion.

06 / Frequently asked questions

How do we keep administrative and medical roles separate?

Which questions are suitable for a pilot?
Opening hours, locations, contacts and approved administrative information are examples. We do not assume an existing clinical or booking-system integration.
Can it diagnose, suggest treatment or prioritize emergencies?
No. The assistant does not diagnose, prescribe, interpret symptoms or triage. In emergencies, it must not replace emergency services or qualified professionals.
Can it access medical history or test results?
No. This informational pilot does not ask for or use individual health records or clinical data. Such access is outside scope.
Can it confirm or change an appointment?
Not in the ROCSI beta. Live availability and booking operations would require separate systems, authentication and authorization, and are not promised.
What if an administrative page changes?
We must check approved corpus freshness and reindex as necessary. Automatic synchronization with schedules, catalogues or clinical systems is not assumed.
Is this the same as the veterinary pilot?
No. The veterinary pilot is described separately. This proposal concerns administrative information for human healthcare, with strict boundaries for patient data and clinical decisions.

Invitation / healthcare services

Clearer administration without substituting clinical care.

We invite clinics and healthcare organizations to explore a pilot restricted to approved public administrative information, with strict privacy and safety checks.

Mention 'ROCSI AI Assistant healthcare administration pilot' and your organization's website.

Exploratory invitation only; this is not a medical device, triage service or deployed clinical system.