AI Patterns
AI Patterns
Battle-tested design patterns for building AI-powered products — covering onboarding, input, output, trust, control, refinement, memory, and spatial orchestration. Pro members get the full implementation guide for every pattern.
Discovery & Onboarding(4)Input & Intent Expression(7)Output & Response(4)Transparency & Trust(3)Control & Safety(3)Refinement & Iteration(1)Memory & Adaptation(2)Spatial Orchestration(1)
Discovery & Onboarding
4 patterns
- Expectation-Setting DisclosureUnavailable
- Suggested PromptsPro
Provide pre-written prompts or starter actions that help users begin quickly.
High UX ImpactLow - Proactive SuggestionsUnavailable
- Icons / AI Presence SignalsUnavailable
Input & Intent Expression
7 patterns
- Open Prompt InputUnavailable
- Structured PromptingUnavailable
- Model and Mode TuningUnavailable
- Inline Prompt AssistanceUnavailable
- Searching & FilteringUnavailable
- Multimodal InputUnavailable
- Context GroundingUnavailable
Output & Response
4 patterns
- Alternative GenerationUnavailable
- Structured Response FormattingUnavailable
- Progressive Result RenderingUnavailable
- Actionable OutputUnavailable
Transparency & Trust
3 patterns
- Process VisibilityUnavailable
- Source and Provenance TransparencyUnavailable
- Confidence and Uncertainty CommunicationUnavailable
Control & Safety
3 patterns
- Adjustable AutomationUnavailable
- Human Review and TakeoverUnavailable
- Failure RecoveryUnavailable
Refinement & Iteration
1 pattern
- Iterative Follow-UpUnavailable
Memory & Adaptation
2 patterns
- Feedback CaptureUnavailable
- Memory and Personalization ControlUnavailable
Spatial Orchestration
1 pattern
- Embedded Assistant SurfaceUnavailable