Exploring Human-AI Interaction in Creative Workflows
The Digital Toolkit is a conceptual floating desktop interface designed to support designers by integrating lightweight, context-aware AI tools directly into their workflow. This project explores the future of human-AI interaction by moving away from the traditional “prompt-to-result” model, focusing instead on AI as a responsive and embedded collaborator.
Rather than acting as an AI processing tool, the toolkit is envisioned as a helpful companion, offering practical tools for measurement, color analysis, and contextual research while continuously understanding the entire project rather than just isolated parts. This holistic approach forms the foundation of the research hub, aiming to enhance creative agency while minimizing cognitive strain during early-stage ideation and prototyping. By fitting seamlessly into existing workflows, the toolkit concept provides real-time assistance without disrupting intuitive decision-making.


The idea originated from a desire to rethink AI’s role in creative processes, and envision their potential in augmenting human creativity. Designers often face challenges balancing creative exploration with technical tasks, and the toolkit addresses this by proposing modular, adaptable tools that fit various creative practices. Developed using open-source technologies, it encourages customization to meet diverse needs while maintaining a human-centered approach
The Digital Toolkit concept is intended for designers, artists, educators, and technologists interested in exploring new ways of integrating AI into creative processes. It emphasizes collaboration rather than automation, treating AI as a supportive partner that respects creative autonomy.

