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Case Study

Pause

B2C · 0 to 1 AI companion · Psychology-grounded

My Role

0 to 1 Product Designer · concept, strategy, full interaction system

Users

The Unguided Seeker. Emotionally intelligent, reactive in the moment, seeking real tools without a belief framework

Outcome

A psychology-grounded AI companion that meets people at the moment of activation and guides them, over time, toward self-love

Timeline

6 weeks

Guided Case Walkthrough

Problem statement

People in emotional distress have no real-time, non-clinical, psychology-grounded support for understanding their reactions, tracing them to the source, and responding from a more whole version of themselves. Existing tools either intervene too shallowly—breathing prompts, generic affirmations—or require too much, like weekly therapy or a religious community. Nothing holds the moment, names the wound underneath the reaction, and stays with the person across time.

Success metrics

Metric What success looks like
72-hour return rate Users who complete a Penny conversation come back within 72 hours—before their next crisis, because something shifted. Target: 45%.
Self-understanding at 30 and 90 days A single in-app pulse captures the growth arc, not just engagement. Target: 60% positive at 30 days, 80% at 90 days among retained users.
Moment-of-activation opens Opens within 15 minutes of a self-reported emotional spike—the signal Pause has become a real habit, not just a wellness tool. Target: 30% of weekly active users, at least once a week.

Target audience

Primary

The Unguided Seeker: has done some therapy, interested in growth, skeptical of organized religion and mainstream wellness culture. Has language for their patterns in retrospect but loses access to it in the moment. Not fragile—frustrated.

Secondary

The Therapy-Adjacent User: already in therapy, uses Pause between sessions to process what comes up and stay with difficult feelings rather than avoid them. Penny is a bridge—the presence available at 11pm on a Tuesday when the therapist isn't.

Jobs to be done

One coherent arc from moment of activation to integrated self-understanding:

  1. Stop the momentum of an emotional spiral and get underneath the reaction.
  2. Understand what's actually driving a recurring pattern so it stops feeling random.
  3. Feel held with warmth and honesty at the same time, not judged or optimized.
  4. Meet a slip-up as information, not failure—and stay in relationship with yourself.
  5. Go deeper when not in crisis, with a guide that asks the right question at the right time.

How decisions will be made

Every design decision is evaluated against three criteria: how well it moves the success metrics above, what direct user feedback validates or challenges, and established UX and psychology best practices. When those three align, the decision is made. When they don't, the metric takes precedence—so the design stays accountable to behavior change, not taste.

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