What clinical communication intelligence means for a healthcare institution
Clinical communication intelligence means making how healthcare teams handle important conversations visible, interpretable, and improvable.
What the term covers
Clinicians, medical learners, and patient facing staff practice spoken conversations with AI patients. Each conversation is scored against a standard the institution already holds, and the person who practiced sees what they did well and what to practice next, with their own words quoted under every score.
When we use the shorthand CCI, we mean that whole loop rather than any single score. The standard comes from the institution, the practice belongs to the participant, and the patterns help leaders decide where the group practices next.
How the loop runs
1. Agree on the standard
Share your service model, consent or disclosure policy, debrief framework, or rubric. We'll review which parts we can assess in a simulated conversation before participants begin.
2. Practice and observe
Choose who'll take part and which conversation they'll practice. Each participant speaks with an AI patient from their own device, with no observer in the room.
3. Focus the next round
Each participant sees what they did well and what to practice next, with quotes from their conversation supporting each score. Leaders can review results across the group and choose cases for further practice. Formative scores stay out of personnel files.
4. Practice again and compare
Participants repeat the case and compare their new scores with the earlier attempt. Leaders can review the group's results across attempts, and that review stays formative: it describes the group and never ranks one person against another.
One conversation, scored
In a published encounter, a learner talks a hesitant parent through a two-month vaccine visit. The report scores the conversation against the SEGUE Framework at 17 of 25, and it quotes the learner under each domain so the score can be checked against what was said.
What went well
Understand the patient's perspective, 5 of 5
"I hear the worry, um, in your voice, and I also hear how important it is to protect Ava"
What to practice next
End the encounter, 2 of 5
"Let's go ahead and do it. Thank you so much for your time."
The warmth that earned the top score and the abrupt close that earned the lowest sit in the same 7 minute conversation. That is the point of scoring the conversation domain by domain: the learner keeps what worked and practices one thing next. Read the full report and transcript.
The question each person brings
The participant
What did I do well, and what should I practice next?
A report after each conversation, with their own words quoted under every score and what to try on the next attempt. They can repeat the case and see whether the score moves.
The educator or program director
Where does this group need support, and how should we organize it?
Results across the cohort, with the transcript behind each score, so faculty can inspect any rating rather than trust a number and choose the cases for the next round.
The quality or patient experience leader
Which parts of these conversations deserve attention for our priority, and what can we do about them?
Patterns by named cohort or anonymous unit, scored against the service standard, policy, or script the team already teaches, to decide where the next round of practice goes.
The executive sponsor
Is our communication training running against our own standard, and where should it go next?
Through the program's leaders, a view of which conversations the group practiced, against which standard, and where the cohort results point next. It informs program decisions and stays formative.
What it is not
- 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.
- 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.
- ClinicalSim extends a standardized patient program and does not replace it. SP encounters remain the gold standard for live coaching and high-stakes assessment.
See how the scoring works, then bring us a priority.
The methodology explains how cases are built and scored, and the published examples show four complete reports with no sign-in.