AI Resources for Product Designers
A working library for designing with AI
By Surbhi Hote - Product Designer
Overview
AI Resources is a working library for product and UI/UX designers who want to design with AI, not just read about it. It collects the tools, prompt patterns, and templates I use across research, ideation, and prototyping, along with guides on the parts most teams skip: guardrails, governance, and bias checks. As the sole designer in the company, I built the AI adoption approach and processes behind this collection from the ground up, and every resource comes out of that real project work. I keep the library current as my process evolves.
Articles & Templates
Adopting AI in the design process - A step by step guide
Adopting AI in the Design Process. A step-by-step guide for product teams bringing AI into how they work, not as a one-off experiment but as a repeatable part of the process. It walks through where AI fits across research, ideation, and delivery, and how to introduce it without disrupting what already works. Written from doing this firsthand as the sole designer defining the approach for my team.
Download
AI Bias Worksheet
A practical worksheet for spotting and questioning bias in AI-assisted design work, from skewed research synthesis to outputs that quietly exclude parts of your audience. Use it as a checkpoint before you ship, so the tools speed you up without narrowing who you design for.
Download
AI Tools For UX Process
A reference map of the AI tools I actually use across the design process, sorted by where they help: research, ideation, prototyping, and handoff. Rather than a long list of everything available, it's the working set I've tested on real projects, with a note on what each one is good for.
Download
Prompt Library Template
A ready-to-use, copy-and-adapt prompt library so you're not writing prompts from scratch every time. It gives you a structure for organizing prompts by task and reusing the ones that work, which is the difference between AI as a novelty and AI as part of your daily workflow.
Download
AI Guardrails for Design
A framework for setting boundaries on AI use in design work, so speed doesn't come at the cost of quality or judgment. It covers where to trust AI output, where a human has to stay in the loop, and how to write guardrails your team will actually follow.
Download
AI Governance for Design Teams
A guide to governing AI adoption across a design team: who decides which tools are approved, how you handle data and privacy, and how to keep practice consistent as more people start using AI. Built for teams moving from ad hoc experimentation to a defined, defensible approach.
Download