Standalone AI
Applications or services with AI as the core experience.
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Dedicated AI Interfaces (e.g., chatbots).
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AI-First Experiences.
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Portal Patterns linking to other tools and workflows.
Embedded AI
AI tightly integrated into an app’s UI and workflows.
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Inline intelligence in UI components.
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Contextual adaptation to user/task.
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Optional progressive enhancement.
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Shared state sync between AI and app.
Cross-System AI
AI coordinating workflows across multiple platforms and tools.
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Context handoffs across tools.
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Parallel human/AI workflows.
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Conditional activation based on triggers.
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Cross-Environment Workflows.