Tag
live AI
4 articles
Researchinternal studies
Live vs post-session: why in-the-moment assistance wins (internal study)
We compared live-generated suggestions against post-session summaries across 84 sessions with 12 therapists. 73 percent of post-session suggestions arrive too late to impact the session where they were needed. Results, methodology, limitations.
HR1-on-1
1-on-1s that actually work: how to stop having the same conversation every week
Most 1-on-1s are a waste of time because no one prepares them and no one follows up. How the co-pilot keeps continuity between weeks, remembers the commitments that were made, and produces an actionable summary every time.
Psychologycouples therapy
The Gottman Four Horsemen in virtual sessions: intervening at the exact moment
Criticism, contempt, defensiveness, and stonewalling are the four patterns that best predict the dissolution of a relationship. Detecting them live during a virtual session gives the couples therapist an intervention window the human eye alone cannot always reach.
Psychologycrisis detection
Early detection of crisis signals in therapy: how we assist the clinician without replacing them
How the co-pilot identifies, in real time, language associated with suicidal ideation, self-harm, and domestic violence — and why latency matters as much as sensitivity.