Canva: https://www.canva.com/design/DAGz15itkn8/IxwiF2p8sMOUP0pwv5-smg/edit
When training clinicians for difficult conversations, I kept hearing the same thing: the tools teach facts, but not feelings. The gap wasn’t content—it was emotional reflection at the moment it’s needed most. That’s where Reflecta, an emotion-aware, clinician-facing companion inside the (renamed) CareNarrative training platform, began.
Interviews with primary-care clinicians, training coordinators, behavioral-health educators, and graduate trainees revealed recurring friction: ambiguity around “empathetic tone,” the need for non-judgmental reflection, and a desire for consistent analytics to measure growth. One coordinator’s ask became a north star: “go beyond role-play to individual emotional feedback.” Incorporated persona-driven needs—non-judgmental guidance for clinicians, standardized training outcomes for facilitators, and mentorship support for educators.
I reviewed emotion-rich datasets and APIs for feasibility (coverage, modality, licensing) and bias risks. We shortlisted public corpora and a commercial API for multimodal signals, while documenting HIPAA-driven constraints and the need to start in training (then live care).
Personas
Key research implications