My AI Ethics Framework

A real client story — and the five-point system I use to protect brand identity in every AI-assisted project.


Case Study: Fleur de Tiff

When I worked with Fleur de Tiff, an Afrocentric stationery brand celebrating Black women and girls, my role was to help position her designs for an international audience — without losing what made them culturally authentic.


How I Protect Your Brand: My Five-Point Audit

Cultural Cadence — I verify that AI-generated content respects and accurately renders your brand’s cultural heritage and identity markers, never flattening them into generic, watered-down stereotypes.

Confidentiality — Your proprietary designs, artwork, and watermarked assets stay isolated within secure, trained environments — never leaked into public AI data pools.

Voice Authenticity — I make sure your brand’s distinct tone and rhythm come through, instead of defaulting to dry, corporate AI-generated language.

Factual Accuracy — Every technical claim, event detail, and case study reference gets checked — no fabricated data or hallucinated timelines make it into your content.

Tool Verification — Before any AI platform becomes part of your production pipeline, I confirm its actual capabilities match what it promises — so you’re not building on unreliable infrastructure.