Ethical AI marketing
Human review before an AI-generated draft ever reaches an editor
Review and substantial refinement of client-supplied, AI-generated technical marketing drafts before they reach an editor, a customer or the public, alongside human drafting from scratch when there is no draft to start from.
The draft is a starting point, not the deliverable
Technical PR content is either developed from scratch through 100% human drafting, working from a client's technical product information, data sheets, interviews or questionnaires, or a client-supplied AI-generated draft is taken in and substantially refined before it reaches an editor, a customer or the public. Either way, technical features, terminology and product claims are verified against the underlying engineering, and inaccurate, overstated, generic or contextually inappropriate language is corrected rather than lightly edited around.
Their own framing, stated plainly
AI may improve workflow efficiency, but industry-experienced human judgment remains essential when technical accuracy, editorial credibility, brand reputation, and commercial positioning matter. Every step below exists because of that line, not in spite of it.
Embassy Global, A 100% U.S.-based, woman and disability owned small business. Call +1-716-646-0927.
What happens to a draft
Nine steps between a first draft and something an editor will run.
- 01100% human drafting from client technical product information, data sheets, interviews or questionnaires
- 02Verification of technical features, terminology, and product claims
- 03Correction of inaccurate, overstated, generic or contextually inappropriate AI-generated language, false information or market claims
- 04Translation of technical features into meaningful customer benefits
- 05Development of applications and use cases
- 06Refinement for technical editors
- 07Removal of generic AI phrasing, repetition, promotional language, and unnecessary superlatives
- 08Integration of SEO keywords
- 09Final experienced human review before distribution or publication
“AI may improve workflow efficiency, but industry-experienced human judgment remains essential when technical accuracy, editorial credibility, brand reputation, and commercial positioning matter.”