A few examples
One memory engine. Many places it earns its keep.
These three industries all hit the same wall: agents that wander off, repeat themselves, or forget the person on the other end. The engine is the same in every deployment. Only the persona and the rules change. If your domain isn’t here, it almost certainly fits.
ELDERCARE
Companions that remember every visit.
After a hard moment, sensitive topics rest for 3 days unless the user brings them back. Health, family, and identity carry importance floors so they stay close to the surface for as long as the person is around. Subscribers (per-user opt-in routes for caregivers, oncall, family) receive critical alerts via email, SMS, or push, with quiet-hours and severity-floor honored.
Tuesday: "My daughter is sick." Thursday: "How is she doing?" (Work stays out of the conversation — the topic is resting until Saturday.)
WELLNESS
Coaches that hold the long arc.
Months of conversation, held together. The tone of the relationship is tracked over time, so the agent knows when to lean in and when to slow down. Open promises close themselves when the user brings the topic back. Every call opens at the right pitch.
Day 1: "I want to lose 10 lbs." Day 47: "Last week you mentioned the office was triggering. Want to talk schedule before we get into food?"
EDUCATION
Tutors that pick up where you left off.
Every session opens with the last topic and the open question already in front of the tutor. Storylines run across semesters. The tutor stays in character. Your own materials plug in for grounded answers on Pro and above.
Tuesday session ends mid-derivative. Thursday: "We were on second derivatives. Ready to keep going?"
And many more
Hardware companions, characters, B2B support. Anywhere the conversation has to outlive a single session.
The Friend / Plaud / Limitless / Bee category — your device, our brain, connecting over the WS session API. AI characters that stay in voice across thousands of fan conversations. B2B support and account management that remembers every contact, every prior issue, every promise. The alert taxonomy is workspace-configurable; ship presets for support-b2b, wellness, clinical, education, or write your own.
Voice agents built for years, not minutes.
Bring your own keys. Join the waitlist for early access.