Visual Ontology Studio & Object 360° Dossier

The Visual Ontology Studio delivers full feature parity with Palantir Ontology Management Application (OMA) and Object View, providing an open, no-code visual modeling canvas that bridges Google BigQuery and Apache Iceberg physical lakehouse tables into an enterprise business semantic graph.

Strategic Value & Architecture

Enterprise data platforms fail when raw physical schemas (tbl_order_header_v3_partitioned) remain decoupled from business mental models. Visual Ontology Studio elevates lakehouse data into first-class operational objects:

Key Capabilities

1. Interactive Visual Modeling Canvas

• Draggable Entity Cards: Position objects freely on an infinite SVG canvas with real-time coordinate persistence.
• Dynamic Bezier Links: Curved connectors illustrate cardinality (1:1, 1:N, M:N) and semantic relationship verbs (contains, routes_through, manufactured_by).
• Physical Column Mapping: Each property explicitly declares its physical table origin, data type (STRING, NUMERIC, TIMESTAMP), and nullability constraints.

2. Live Lakehouse Metastore Deployment (2PC)

Deploying changes to the ontology automatically increments the metastore schema version (e.g., v2.7.0) and issues a cryptographic commit receipt:

• Generates an immutable transaction hash (0x9b78e2...).
• Synchronizes physical metadata with Google BigQuery metadata tables and Apache Iceberg catalog.
• Emits audit telemetry to the SLSA L3 compliance ledger.

Palantir Object View Parity: 360° Object Dossier

Clicking any entity within the Strategic Cockpit or Ontology Studio opens the Object 360° Dossier, providing deep end-to-end operational inspection:

Dossier Structure:

1. Canonical Identity Header: Unique system ID, object class (DAG_WORKFLOW, SKU, ORDER, FACILITY), and operational status badge.
2. Properties Matrix: Complete attribute breakdown with data types, physical table references, and freshness timestamps.
3. Graph Relations (Upstream & Downstream): Interactive link map displaying interconnected parent nodes (e.g. SCM Parent Swarm) and child nodes (e.g. Workers, Telemetry Nodes).
4. Lifecycle Timeline: Chronological event stream recording state transitions, metric drift, and operator interventions.
5. Bound 2PC Actions: Action trigger buttons (e.g. Emergency Rebalance, Freeze Inventory) with cryptographic signature confirmation.

Governed FastMCP Tools

The Visual Ontology Studio is fully exposed to external LLMs and micro-agent swarms via FastMCP: