Human-directed AI narrative production system combining document ingestion, semantic enrichment, and theme extraction with narrative generation modules for scripts, poetry, and visual concepts. ArtsEnvoy.ai routes creator inputs through context understanding and emotional arc analysis to a narrative engine with prompt orchestration, output validation, and guardrails before human creative director review. The architecture enforces creator ownership tracking, attribution ledger, and provenance transparency while generating films, advocacy campaigns, and educational content with continuous audience feedback loops. Built for organizations requiring ethical AI storytelling with bias mitigation, cultural authenticity review, and compliance reporting. Fork this AWS-based responsible AI architecture on Diagrams.so to customize governance layers, add your attribution registry, or export as .drawio for stakeholder presentations.