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Fluent

Fluent for Healthcare

Your bilingual staff are already here

Most hospitals already employ nurses, assistants, and physicians who speak Spanish with patients every day, uncertified and undocumented. Fluent finds them, certifies them to QBS standards, and writes that credential into your EHR so certified staff are visible at the point of care.

$7.8B

Spent each year on interpreter services

25M+

People with limited English proficiency in the US

Sec. 1557

Federal mandate for language access

Advised by leaders from

Harvard Medical SchoolMassachusetts General HospitalQuality Interactions

The problem

The capability is there. The system to recognize it isn't.

Bilingual clinicians step up to talk with Spanish-speaking patients every day. Hospitals just have no way to see who they are, verify and strengthen their skill, or document it, so a real asset stays invisible and language-access compliance stays out of reach.

No visibility

Hospitals have no record of who on staff speaks Spanish, or at what level. The capability is invisible before anyone can act on it.

No verification

A second language on an HR form is not clinical proficiency, and the usual fix, a 40-hour pre-recorded course, certifies seat time, not the ability to take a patient history in Spanish.

No proof

Even a genuinely qualified clinician has no verified credential in the EHR, so their skill cannot be documented for an audit or surfaced when a patient needs it.

The workflow

From an invisible workforce to verified, audit-ready coverage

Fluent connects to what you already use, surfaces the capability you already have, and documents it where care decisions get made.

01

Discover

Surface the bilingual workforce you already have. Map self-reported languages by role and unit, and prompt undeclared staff to do the same.

02

Certify

AI-personalized training brings staff to QBS standards in weeks, not months. Designed to qualify for CME credit through an ACCME-accredited partner.

03

Label

Certified proficiency is written to your EHR as a verified status, so staff are visible and schedulable at the point of care. Interpreters stay the fallback.

04

Measure

See verified language coverage by unit and shift, and generate audit-ready documentation for a Joint Commission or OCR review in real time.

The certification

A credential built on how clinicians actually communicate

The certification is three high-stakes clinical encounters, scored across six communication domains grounded in the public-domain SOLOM proficiency framework and extended with a domain for clinical and cultural register.

Triage and history

The intake of every encounter. The clinician asks clear questions and understands the answers, where a missed detail cascades into the wrong diagnosis.

Informed consent

The highest legal-stakes conversation in medicine. The clinician explains complex information and confirms the patient genuinely understands it.

Discharge and adherence

Where care continuity is won or lost. The clinician gives clear instructions and confirms the patient can act on them at home.

Every encounter is scored across six domains:ComprehensionVocabularyFluencyGrammarPronunciationCultural register

Why it's different

Built on conversational AI, not pre-recorded video

Existing QBS programs are fixed, pre-recorded courses. A clinician can finish one and still be unable to take a patient history in Spanish. Fluent runs on a bidirectional AI patient and an adaptive training engine, so the credential reflects real ability, not seat time.

Conventional QBS programs

  • Pre-recorded prompts: the clinician speaks to a wall
  • One fixed test for every clinical role
  • Fixed training that ignores each clinician's gaps
  • Weeks of turnaround for a result

Fluent

  • An AI patient that responds, interrupts, and shows confusion
  • Role-specific scenarios: ER triage, goals-of-care, discharge
  • Adaptive training that targets each clinician's gaps and fast-tracks those already fluent
  • On-demand, with results in minutes

For clinicians

Why clinicians opt in

A certification only changes care if clinicians actually take part. Fluent gives them real reasons to: credit that counts toward licensure, a credential that travels with them, and a path that respects their time.

CME / CE credit

Certification earns continuing education credit toward license renewal, so the time a clinician invests counts twice.

A portable credential

The certification belongs to the clinician, not just the employer. It travels with them across roles and health systems.

No wasted time

Already fluent? The adaptive path fast-tracks straight to certification instead of a fixed 40-hour course.

Care for patients directly

Speak with Spanish-speaking patients yourself, with the confidence that your clinical Spanish has been verified.

Why it matters

Certified staff change outcomes, not just compliance

Documenting proficiency is the entry point. The payoff is better care in the conversations that decide outcomes: comprehension, consent, and discharge that actually land.

17.8% → 13.4%

When hospitals close the language gap, 30-day readmissions for patients with limited English proficiency drop.

1 in 5

self-identified bilingual staff lack the proficiency a medical conversation requires once it is actually tested. Skill has to be measured, not assumed.

25M+

people in the US have limited English proficiency. Certified staff means their highest-stakes conversations happen directly, not through a third party.

Early access

We are building the first pilot cohort now

We are selecting a first cohort of health systems for a 90-day pilot. Priority goes to institutions with high LEP patient volume and a bilingual workforce that is largely uncertified. Early partners shape the role-specific training scenarios, the assessment rubric, and how certified status surfaces in their EHR.

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