autoresearchclaw-oracle-complementary-not-competing
AutoResearchClaw (academic paper factory: LaTeX, BibTeX, peer review simulation, 23 stages) and the Oracle stack (enterprise intelligence reports for CTO/board consumption) serve different output purposes — they are complementary systems, not alternatives. AutoResearchClaw should be integrated as an additional capability layer, not a replacement for any existing Oracle component. Correct framing prevents scope confusion during integration design.