Monday's mandate — every project feeding one linked MARS graph — isn't just cleaner plumbing. For the report builder it's a step change: reports stop being a stack of lookups and become a walk through the connections. We prototyped it this week. It works.
A company report = ~8 independent lookups, each keyed to one ticker, stitched together. Every section blind to the others. You can only ever describe one company at a time.
Resolve the entity, then traverse its typed edges: company → its insiders → each insider's other companies. The report becomes a view over the neighborhood — and surfaces what lives between entities.
Microsoft's #2 insider seller is Mason Morfit (ValueAct) — who is also a top insider at Salesforce. One activist, billions in trades, inside two $2-trillion companies. Bill Gates → Berkshire Hathaway.
Every one of those links is a live traversal across 42M relationships — and none of it appears in Microsoft's filings. From idea to working demo in one cycle.
→ See the live report: "The Microsoft Network"Report depth = domain disclosure × deterministic extraction × linkage
Anyone can scrape a 10-K. Almost nobody has a resolved, de-duplicated entity graph underneath. Linkage is the hardest axis to copy — and the report builder is how a client sees it.
Nothing is blocked. The graph primitives are live; we're expanding the "neighborhood walk" across more relationship types and reporting back to the graph team which connections produce real signal — so investment follows demand. The more the org feeds the graph, the deeper every report gets. This is the flywheel.