Evidence and limits
Finding: Human and machine strengths can complement each other, but value depends on redesigning work around collaboration rather than adding AI to an unchanged process.
Impact: Strengthen complementarity and workflow redesign. No new principle.
Boundary: This is organizational evidence, not proof of durable cross-session protocols. Next: what makes a redesigned workflow persist after participants or models change?
Flags: non-systematic selection; reported company evidence
Record State: Catalog review recorded; not a performance endorsement
What was reviewed: Structure and relevance screened; not a full evaluation