Use case

AI Therapists.

Clinical mental-health agents that read distress signals, hold patient context across sessions, and know when to escalate to a human.

Without Humalike

Therapy AI mirrors back or charges into solutions.

Neither fits clinical care. It can't catch crisis cues. It can't tell dissociation from disengagement. Clinicians don't trust it — and they shouldn't.

With Humalike

An agent calibrated for clinical care.

Catches the language under “I'm fine.” Holds the patient picture across sessions. Knows when to slow down, when to keep going, when to escalate.

What it needs to work

The behaviors this use case actually requires.

An LLM alone gets you part of the way. The rest is behavioral — and that's the layer that decides whether the product feels human or wrong.

Reply with reflective listening

Default LLM

Humalike

Catch crisis signals before the patient names them

Default LLM

Humalike

Social Signals

Hold the patient's history across sessions

Default LLM

Humalike

Social Memory

Read what 'I'm fine' actually means

Default LLM

Humalike

Theory of Mind

Adapt tone to the therapeutic stage

Default LLM

Humalike

Norms

Know when to escalate to a clinician

Default LLM

Humalike

Theory of Mind