AI interviews for healthcare support roles

What this is and is not
An Infyva interview is a screening step for job candidates. It is not a clinical tool, it does not verify licenses, and the hiring decision stays with your people. We do not claim HIPAA compliance or any healthcare certification.

What to screen for

Healthcare support jobs come down to a few habits that a resume rarely shows: getting details right, treating patients and families kindly under pressure, protecting private information, and knowing when something is not yours to handle. Those are exactly the things a spoken, specific question brings out.

Infyva has two interviewer profiles for this field:

• Healthcare, non-clinical for medical billing and coding, front desk, scheduling, records and intake. It asks no clinical questions.
• Healthcare, clinical for medical assistants, CNAs, nurses, allied health and caregivers. It asks about real patient situations, kept anonymous, within the candidate's scope. It never gives clinical advice.

Each profile has its own default scorecard. You can change the competencies and weights for your facility, and you can edit or replace any question.

The default scorecards

Notice what is not on these lists: the clinical profile asks how a candidate noticed a change, weighed it and acted within their scope. It does not test clinical knowledge, and a score is not a statement about whether someone can practice. Credentials and licensure are checked the way you check them today.

Example questions

Examples
We wrote these to illustrate the approach. Infyva writes one set of questions for your role from your job description, asks every candidate that same set, and lets you edit or replace each question. Good answers describe situations without naming patients.

1. A patient at the front desk is upset because their appointment was moved twice. What do you say and do?

   Tests: patient communication (front desk, patient access)

   Listens first, apologizes for the specific problem, offers the next available option and says what happens next. "Policy is policy" on its own scores low.

2. Tell me about a time you caught an error in a record, a code or a bill before it went out. How did you catch it?

   Tests: accuracy (billing, records)

   A named check, what was wrong, who they told and how they stopped it recurring. "I am very detail oriented" with no example is generic.

3. A family member calls and asks for information about a patient. What do you do?

   Tests: privacy and procedure

   Describes verifying who is calling, what the facility's rules allow, and who to pass the call to. Sharing first and checking later is a clear concern.

4. Think of a time a patient seemed different from earlier in your shift. What did you notice, and who did you tell?

   Tests: scope and escalation (medical assistant, CNA)

   A specific change, the right person told promptly, and no attempt to act outside their role. A good answer does not name the patient.

5. It is the busiest hour of the day and three things need you at once. How do you decide what comes first?

   Tests: staying organised under volume

   A clear order based on urgency and safety, and a plan for communicating with whoever has to wait.

6. Describe a hand-off you gave at the end of a shift. What made it a good one?

   Tests: communication

   What was open, what to watch and what had already been done, said plainly and in order.

How scoring works

Each answer is transcribed and scored against the scorecard competencies, with a written explanation you can read next to the recording. Two things matter in a field where people come from many backgrounds:

• Content, not delivery. Accent, tone of voice, speaking style and appearance are not scored. A nervous but specific answer scores better than a smooth one with no example.
• Enough evidence or no recommendation. If a candidate answers fewer than three questions, the report says there is not enough evidence to recommend a next step, rather than guessing.

Integrity notes (flags tied to the answer they happened on) are for a person to review. They never change a score. Our AI and fairness page explains what is and is not evaluated.

People decide

Infyva never rejects anyone. The report gives your recruiter and the hiring manager the recording, transcript and reasoning, and they decide who to call. Candidates can also ask for a human review. The one automatic step is optional and off unless you turn it on: inviting candidates above a resume score you choose. It only invites.

Treat the interview as a way to decide who deserves a conversation, then use your normal process for the rest: a live interview with the manager, reference and background checks, and credential verification.

Writing the job description for a care role

Infyva writes the interview from the job description, so the description decides the questions. For healthcare support roles, three details are worth putting in:

• The setting. A busy clinic front desk, a long-term care unit and a billing office need different answers, even when the title sounds alike.
• The real duties. Scheduling, intake, charting, supplies, calls with payers. Name the systems you use if candidates must know them.
• The schedule. Nights, weekends and rotating shifts. A direct question about the schedule saves a wasted offer.

Our job description guide has a template. Review the generated questions before you invite anyone. If a question does not fit your facility's rules, rewrite it.

Where it fits in the hiring process

Healthcare employers often have steps that cannot be skipped: credential checks, background screening, health requirements and references. The AI interview does not replace any of them. It replaces the first screening call. A sensible order is: resume or application, AI interview for every qualified applicant, a live conversation with the manager for the strongest group, then your verification steps for the person you want to hire.

That order puts the cheap step first and the expensive steps last, and it means the manager's time goes to people who have already shown how they think about the work.

Practical details

• Any hour. Candidates open the email link and answer when it suits them, which suits people working shifts.
• No app. It runs in a browser, with a microphone check first.
• Accommodations. Candidates who cannot use a camera can ask for an accommodation from the notice, and your team decides. A job can also be set to audio-only answers.
• Share without an account. A report link or a shortlist of several candidates opens for the manager without signing up.
• Languages. Interviews can run in 20 languages.
• Cost. A credit is used when a candidate answers. See pricing, or try the demo.

Hiring for several facilities? Use one scorecard and one question set per role across every site so candidates are judged the same way. Our guide to structured interviews explains why that matters.