Vertical Ontologies

Where context carries consequences

Capturing words is not enough. The institutional understanding layer must understand what is material within the industry: covenant exceptions in banking, treaty exclusions in insurance, ethical walls in law, and clinical pathways in healthcare.

Banking Credit and Risk Approval Dossier
Banking (BFSI)

Commercial Banking & Credit Risk

Preserve credit committee deliberation, track covenant exceptions across meetings, and conduct governed collections calls.

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Insurance Underwriting and Claims Reserve Schema
Insurance

Underwriting Governance & Claims

Track rate deviations, record complex claims multi-expert panels, and conduct empathetic, policy-bounded policyholder calls.

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Legal Matter Strategy and Ethical Wall Matrix
Legal & Corporate Counsel

Matter Strategy & Precedent

Preserve negotiation posture, surface historical matter precedent, and enforce strict ethical walls across deal teams.

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Healthcare Clinical Governance Protocol
Healthcare & Clinical

Clinical Governance & Pathways

Capture multidisciplinary team consensus, track quality safety reviews, and support patient navigation workflows.

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“Other institutions would like to know why. You are required to show it.”
Pre-Built Domain Schema (Inherited on Day 1)
Credit Committee Discretion Tracking
Covenant Exception Graph
Collusion & Informal Policy Drift Alerts
Cross-Branch Relationship Memory
Live Industry Deliberation Example
“Sub-committee approved a 40 bps margin discount conditioned on primary treasury mandate transfer.”
Surfaced Institutional Finding

Flagged: Margin discount granted without required treasury mandate agreement in file.

Domain Layer Isolation • Zero Data LeakageDeep dive Banking
CONTROLLED DEPLOYMENT

Explore an Industry-Specific Pilot

We tailor the ontologies, permission scopes, and verification rules to your regulated domain.