AI-Assisted Content & Design Production Pipeline (BGCBUILDING ARCHITECTS)
End-to-end AI production pipeline powering BGCBUILDING ARCHITECTS (bgcbuilding.com): AI first-draft copy, automated alt-text and image tagging, structured SEO taxonomy generation and WordPress/Next.js CMS deployment. Per-article cycle ~75% faster wit
Business Challenge
End-to-end AI production pipeline powering BGCBUILDING ARCHITECTS (bgcbuilding.com): AI first-draft copy, automated alt-text and image tagging, structured SEO taxonomy generation and WordPress/Next.js CMS deployment. Per-article cycle ~75% faster with human final sign-off.
Solution Delivered
A small architecture practice needed to maintain a high-volume multilingual portfolio site (Mandarin/English) while keeping consistent visual identity, alt-text compliance and SEO metadata across dozens of project pages. Manual first-draft copywriting and tagging slowed releases and produced uneven output quality.
Outcomes Achieved
A two-stage pipeline shipped to production: (1) AI prompt-driven first draft from client brief + project photos — outputs tone-consistent long-form copy plus bilingual alt-text/captions via vision-capable LLM APIs; (2) deterministic style-system QA gates (frontmatter schema, length caps, taxonomy validation) — nothing auto-publishes; named reviewer provides final approval before deploy. Implemented with Python, WordPress CMS, Docker and scheduled workflows.
Measurable Business Outcome
Per-article production time reduced ~75% (6h manual to ~90min AI-assisted draft + human review). Eliminated the need for a full-time content coordinator for bilingual (Mandarin/English) portfolio maintenance. Alt-text compliance on CMS publish improved from ad-hoc to ~100% of published pages, enabling page-level SEO analytics previously impossible.