The platform analyzes the connections across your entire ontology and surfaces the natural operational hubs. Where concepts converge. Where boundaries are clear. Where they tangle.
What Communities Reveal
Your org chart says "Compliance" and "Lending" are separate. The ontology graph reveals they share 14 concepts, 6 services, and 3 critical data dependencies. Communities make the implicit structure visible.
Detect
Densely connected subgraphs identified across the knowledge graph.
Summarize
Each community receives a generated summary explaining how its members interact.
Cross-reference
Connections between departments that exist in code but not in any org chart.
Examples
Loan Risk & Collateral
The valuation model drives collateral assessment, which constrains loan-to-value ratios monitored by covenant compliance. A change to any one ripples through the others.
Identity & Compliance
Every concept in this cluster touches identity verification and anti-money laundering. KYC, AML screening, beneficial ownership. One regulatory change affects all of them simultaneously.
Payment & Settlement
Core payment infrastructure. These concepts cluster because they share services, schemas, and compliance rules around money movement. The dependencies are invisible until you see the graph.
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