Relationships tend to loop around the same core issues—finances, intimacy, autonomy, family involvement—even when they seem to be fighting about different things. Topic modeling extracts these recurring themes from communication, revealing whether you're having one conversation repeatedly or genuinely distinct conflicts, which changes how you might address them.
Latent topic modeling is an AI method that analyzes large collections of text and surfaces the underlying themes running through them, even when those themes are never stated explicitly. Applied to relationship journaling, couples therapy notes, or message history, it can reveal that arguments framed as being about finances are actually about feeling unappreciated or unheard.
Recognizing these hidden patterns gives couples and therapists a more accurate map of what a relationship truly struggles with, making AI-assisted coaching far more targeted and effective than surface-level advice.
Peri can explain this concept, give practical examples, help you decide whether it applies to your situation, or recommend a journey if appropriate.
Explore related journeys or tell Peri what you're working through.