AI Agents • Gen AI • Voice AI · USA
Adaptive companion and executive assistant in one product
For a US consumer AI companion startup, we shipped a multi-persona assistant that blends emotional companionship with real task execution—bookings, scheduling, and recommendations—over voice and text.
US consumer AI companion startup
Brief
For a US consumer AI companion startup, we shipped a multi-persona assistant that blends emotional companionship with real task execution—bookings, scheduling, and recommendations—over voice and text.
Problem
Consumer assistants that chat well but fail at multi-step real-world tasks
Cold, single-persona UX that does not retain daily users
Fragmented tooling for booking, reminders, and recommendations
Trust and safety risks in companion-style products
What we built
Multi-persona conversation model with seamless mode switching
Task execution layer for bookings, scheduling, and admin workflows
Unified voice + text experience with shared memory and preferences
Ethics and safety controls designed into the product loop—not bolted on later
Impact
Increased user retention and daily interaction time by 2.8×
Automated booking and admin tasks, cutting user effort by 70–90%
Differentiated the product in a crowded consumer AI category
Reduced dependency and manipulation risk with a built-in ethics layer
Why it matters
The next consumer AI winners will not win on personality alone. They win when companionship and competent task completion live in the same product—with safety treated as a feature.
Have a project that cannot stay a pilot?
Bring the messy version. The one with real users, old systems, and no clean handoff.