Healthcare staffing & training

Language Tutor Hotline

Give foreign doctors a phone number they can call to practice French in realistic clinical scenarios—with real-time corrections and progress dashboards.

What to expect
  • Natural back-and-forth conversation with real-time corrections.
  • Custom roleplay scenarios (intake, consent, emergencies).
  • Progress dashboards tracking vocabulary, grammar, and fluency.
Capabilities

What this agent handles for you

  • Simulates patient interactions with varying difficulty levels.
  • Offers 'say it again' drills and pronunciation feedback.
  • Sends SMS summaries with key phrases and mistakes after each call.
  • Track mistakes by category (grammar, vocab, medical phrasing).
Outcomes

What this changes

  • Faster onboarding of foreign clinicians.
  • Reduced miscommunication risk in patient interactions.
  • Measurable language progress between live tutor or supervisor reviews.
Plan a rollout

Rollout playbook

How we launch this in weeks, not months

Talk through the rollout
  1. 1Step 1

    Define top 20 scenarios and baseline assessment.

  2. 2Step 2

    Configure tutor persona with specific correction style.

  3. 3Step 3

    Pilot with 1 clinic/doctor before rolling out to fleet.

Next step

Put this workflow behind real human guardrails

We will map the first bounded workflow, its approval points, and the evidence needed before broader rollout.