PaperOrchestra transforms raw research data into LaTeX manuscripts, turning unconstrained pre‑writing materials into polished submissions. The multi‑agent system synthesizes literature, generates plots, and builds conceptual diagrams automatically. Researchers evaluate it on PaperWritingBench, a benchmark of 200 top‑tier AI conference papers. Practitioners can now prototype AI‑written manuscripts faster and accelerate the review cycle.