GPT Tools & Strategy – Building Scalable, Inclusive AI Systems

Ben Williamson

GPT Tools & Strategy – Designing AI That Reflects Your Values Building custom GPTs and prompt systems that offer clarity, care, and human-centered intelligence.

Overview:

I created a modular suite of internal tools to improve how custom GPTs are designed, tested, and scaled. These tools—PromptGPT, GPT Architect, and the Test Case Generator—were built to solve real challenges in the GPT development lifecycle, from inclusive prompt writing to logic testing and documentation.
Each tool was purpose-built to make GPT design more repeatable, ethical, and accessible—especially for values-led projects and non-technical teams.

What I Did:

Developed a scalable framework for naming, structuring, and versioning custom GPTs
Built PromptGPT to help non-experts write high-quality, human-centered instructions
Designed a Test Case Generator to simulate user flows and evaluate logic, tone, and edge cases
Created GPT Architect to guide the full development lifecycle across multiple tools
Documented best practices for system design, ethical reuse, and onboarding

Impact:

Turned a messy, trial-and-error process into a clear, replicable workflow—making it easier for individuals and teams to design GPTs that are thoughtful, inclusive, and aligned with their purpose.

Tools Used:

GPT Builder, ChatGPT, Google Docs, Internal UX Flowcharts, Tone & Style Guides
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Posted Jun 20, 2025

Built internal tools to improve how custom GPTs are designed, tested & scaled—bridging strategy, UX, and ethics in AI development.

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