AI Companion Memory Correction UX: Fixing Wrong Memories Without Resetting the Relationship
How AI companions can let users correct, downgrade and replace wrong memories without wiping an entire relationship history.
AI Companion
Proactive AI Companion Timing: When Should the AI Reach Out First?
How AI companions can decide when to initiate messages using context, routines, relevance and user-controlled frequency limits.
AI Companion Memory Write Policies: What Should Be Saved Automatically?
A practical framework for deciding which AI companion memories can be saved automatically, which need confirmation and which should never…
AI Companion Memory Consent: Designing Temporary, Session and Long-Term Memory
A practical framework for deciding what an AI companion should remember for minutes, sessions or months—and how users should control…
AI Companion Memory Decay: Why Some Personalization Should Fade Over Time
A practical framework for deciding which AI companion memories should persist, weaken or expire as relationships and preferences change.
AI Companion Memory Portability: What Should Move When Users Switch Platforms?
A practical framework for portable AI companion memory: what users should be able to export, what should stay private, and…
AI Companion Pricing Architecture: Subscriptions, Credits and Premium Media
A practical framework for pricing AI companion products with subscriptions, usage credits and premium multimodal features while keeping costs and…
AI Companion Onboarding: How to Make the First 10 Minutes Feel Personal
A practical framework for AI companion onboarding that earns trust, learns preferences without interrogating the user, and creates a clear…
AI Companion Re-Engagement: How to Design Proactive Messages Without Feeling Spammy
How AI companion products can use memory, timing and relationship context for proactive re-engagement without turning the companion into a…
AI Video Personalization: When a Companion Should Change Expression, Camera and Scene
A practical guide to personalizing AI companion video with expression, framing and scene changes without turning every conversation into expensive…
AI Companion Memory Confidence: How Systems Should Decide What to Remember
A practical framework for assigning confidence to AI companion memories so uncertain, stale or conflicting details do not quietly become…
AI Video Companion State Machines: Designing Idle, Speaking, Listening and Emotional Reactions
How to design low-cost AI video companion state machines for idle, listening, speaking and emotional reactions without generating every frame…