Why it holds up
The hard part, done
The data engineering behind the answers — the same rules the Kaleidoscope Console runs on, so both products give one answer per question.
One resolver
Companies, people, investors and funds resolve to single canonical nodes — the six legacy resolvers collapse into one graph identity.
Edges carry sources
Every connection knows which filings or records created it, so a path is a citation chain, not a claim.
The tools
What the graph licence unlocks
7 tools live. Tools marked “landing” are specified against a live Console report and arriving next.
graph_entity
one node: everything attached to it
Live
graph_neighbors
who sits one hop away
Live
graph_path
how two entities connect
Live
graph_ledger
flows along the edges
Live
graph_aggregate
roll-ups over a neighborhood
Live
graph_resolve
names → graph nodes
Live
graph_schema
what the graph knows
Live
Try these first
Three questions to ask tomorrow
You ask
What connects these two investors?
You ask
Who are the counterparties around this fund?
You ask
Show money flows into this entity's orbit.
Cited — every figure carries its source
Point-in-time — ask “as of” any date
Read-only — safe to auto-approve
Browse the full prompt library →
The other families