Comparison desk

Three lenses teams often weigh together. Highlighted row marks the balanced starting point for mixed operations and strategy groups.

Lens	Margin Pulse pack	Liquidity Signal lens	Cross-org workflow benchmark
Best when	Margin-adjacent targets need peer anchoring	Cadence drift shows up in supplier timing	Approval depth blocks shipping cadence
Primary artifact	Narrative brief + appendix	Signal PDF + checklist	Index cards + committee storyline
Workshop load	Single facilitated session	Optional deep dive	Includes facilitated committee rehearsal
Data appetite	Moderate exports	Structured aging tables	Approval graph + timestamps