Patient experience
Practice against the service standards your hospital already uses
Last updated: September 2026
Nurses, clinicians, and patient facing staff speak with AI patients by voice. Each report scores the encounter against your approved standards and cites the words behind the score. ClinicalSim does not predict HCAHPS, Qualtrics, readmission, or other patient outcomes.
Start with one unit and one behavior
A focused pilot can test whether staff show the behavior in simulation before an institution studies any link to patient feedback.
Use the standard already in place
Add the service script, listening behavior, explanation standard, or teach back step your team already teaches. The rubric can recognize the intended behavior without demanding one exact sentence.
Give staff a patient conversation to rehearse
Staff open a case in a browser, speak with an AI patient, and review their report. No app download, room booking, or faculty observer is required for practice.
See the pattern without turning training into discipline
Leaders can review named cohorts or anonymous unit results, while the person who practiced can see the transcript evidence behind the feedback.
What a patient experience team gets
Participants get feedback they can use on the next attempt, while programs review agreed individual or cohort views.
Your standards, scored as written
ClinicalSim can score the behaviors in an approved service model, script, or rubric and give credit when the speaker conveys the same intent in natural language.
Evidence behind the score
Each rating cites the words used in the encounter, so a coach can see what happened without listening to every recording.
Unit and cohort reporting
Institutions can review named cohorts or anonymized unit results and use the pattern to choose the next training topic.
A clean research boundary
Structured aggregate exports can support an approved comparison with institution held patient experience data. ClinicalSim does not treat that comparison as an established product outcome.
Frequently asked questions
Can ClinicalSim score our service scripts and standards?
Yes. The institution supplies the approved script, service model, or rubric, and ClinicalSim scores the defined behavior. The report can give credit for the intended meaning rather than require one exact sentence.
Can nurses and nonclinical staff use the same platform?
Yes. Nurses, environmental services staff, food service staff, transport staff, and other patient facing teams can use browser based cases designed for their role. Clinical content should stay limited to what that role would handle in practice.
Can leaders review results without seeing employee names?
Yes. An institution can use anonymous participant IDs and receive aggregate unit or cohort reports. Access to named reports should follow the institution's training policy and labor agreements.
Does ClinicalSim integrate with Qualtrics or predict HCAHPS?
ClinicalSim can provide structured aggregate exports for an institution to compare with its own Qualtrics or HCAHPS data under an approved study plan. It does not predict those scores, and no current evidence shows that a ClinicalSim score changes them.
Can these scores be used for employment decisions?
No. ClinicalSim output is formative and should not decide hiring, discipline, compensation, credentialing, privileging, or licensure. A health system pilot should set access, retention, and reporting rules before staff participate.
Key terms
What this page does not claim
ClinicalSim output is formative. It is evidence that informs program judgment, and it is not intended for employment, credentialing, privileging, licensure, or other high-stakes decisions.
Consistency between model runs is not the same thing as agreement with expert human raters. Faculty-rater validation on a customer's own rubric is the gate before any high-stakes use, and that work has not been done.
ClinicalSim does not predict patient experience scores, readmissions, safety events, claims, or other clinical or business outcomes. Any comparison with institution-held outcome data requires a separate study plan.
Formative scores must not be used for employment decisions, discipline, compensation, credentialing, privileging, or licensure. Institutions should set access, retention, and reporting rules before staff participate.