RiveMascot / ai companions

Give your AI interface a clear expression.

A companion should communicate what the product is doing. Use distinct expressions for listening, processing, speaking and recovering, with transitions that can handle interruptions.

A conversation is not a loop

Design the moments between responses.

StateApplication signalAnimation requirement
ListeningMicrophone capture has startedAttentive pose; optional level-driven detail from your audio system
ThinkingA request is processingCalm waiting behaviour, timeout and cancellation paths
SpeakingAudio playback is activeSpeech motion tied to playback, with explicit stop handling
InterruptedUser cancels or starts a new turnA fast transition that releases the old speaking state
RecoveryConnection or response failureSupportive expression beside a readable error and next step

Speech & expression

Choose the level
of speech detail.

A generic speaking loop, amplitude-driven mouth and viseme system are different scopes. Visemes need mouth shapes plus timing information from your speech pipeline. Audio playback alone does not provide phoneme timing.

Facial expressions can combine brows, eyes, mouth and head posture. Define their ranges so excitement, uncertainty or attention remain consistent.

Screen-based robot faces

Confirm display resolution, orientation, renderer, device resources and expected frame rate. Small screens benefit from bold shapes and restrained detail.

Hardware, firmware, conversational models and speech services remain your product’s responsibility. Runtime feasibility needs a device-specific review.

A useful control contract

Plan interruption from the beginning.

Specify which state wins when signals conflict. If speaking is active and a new listening event arrives, should audio stop before the character changes? Define that sequence with your application developer.

For gaze, document the coordinate range, centre point, clamping and what happens when tracking is unavailable. Provide a comfortable resting direction rather than requiring continuous pointer input.

Keep emotional animation separate from statements about the AI’s abilities. A friendly expression should never obscure uncertainty, privacy choices or an actual product error.

Your product has a purpose.
Let’s give it a personality.

Bring an idea, a character or a product moment.

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