Prototypes
Future Interfaces Lab by Tcules
Prototypes, tools, datasets, and practice programmes through which we study how AI is changing interfaces, workflows, and product craft.
That investment shows up in forms of
Advanced insights
Internal tools
What follows is an index of what exists today, and what can be shared on request.
Matter Design System
An open design system exploring how tokens, components, and constraints can encode interface judgment without making product expression rigid.
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AI Design Audit Agent
An experiment in structured design critique: can first-pass UX review be formalised enough for AI assistance without flattening nuance, priority, or judgment?
Open Canvas Workflow Builder
A workflow experiment for multi-model knowledge work, where context, state, and reasoning must survive handoffs across tools, views, and AI systems.
Gujarati Voice AI Math Tutor
An experiment in spoken tutoring for Indic contexts, where accent variation, low-confidence recognition, and learner hesitation make correction and pacing core to the UX.
Landing Page Audit Programme
A practice programme for building shared conversion critique, where teams learn to move from vague opinions to evidence-led review and clearer decisions.
Shopping Assistant Programme
A commerce experiment in agentic assistance, where retrieval, clarification, and recommendation must feel trustworthy under incomplete and shifting user intent.
UI Pattern Vision Labelling Tool
A data-labelling experiment asking whether interface patterns can be described in ways that are both machine-usable and meaningful to designers.
