• Integrate AI service endpoints into our platform, handling authentication, error states, and response processing • Design and implement context gathering systems that pull relevant security data from across our platform to feed into AI services • Build intuitive UI components in JavaScript/React that present AI-generated insights, recommendations, and automations to users • Map AI service responses to actionable UI elements, ensuring complex outputs are presented clearly and drive user action • Implement robust error handling and fallback behaviors when AI services are unavailable or return unexpected results • Create feedback loops that capture user interactions with AI features to drive continuous improvement • Work directly with customers to understand how they use AI features and rapidly implement UX improvements • Optimize API calls to AI services for performance, implementing caching where appropriate while maintaining data freshness • Build monitoring and analytics to track AI feature usage, success rates, and user engagement • Collaborate with the AI team to communicate platform needs and user feedback that could improve the underlying services • Develop reusable patterns and components for AI integration that can be leveraged across different features • Ensure AI features integrate smoothly with existing platform workflows and don't disrupt current user patterns