The Ontology

Ingest Everything.
Understand Anything.

The Virtual Hangar Data Cloud is a next-generation warehouse built to ingest any and all data: structured, streaming, and unstructured. It fuses everything into a living knowledge graph that powers some of the most advanced AI solutions in the modern world.

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01 / The Warehouse

One warehouse.
All of the data.
Zero limits.

Most data platforms make you choose what to keep. Ours doesn't. The Data Cloud Warehouse is engineered to take in everything: market feeds, flight telemetry, documents, transactions, imagery, logs, and legacy systems, turning raw volume into connected intelligence.

It's already in production: powering the apps and dashboards of the Virtual Hangar divisions and delivering next-generation thinking, computing, and artificial intelligence that give customers across our ecosystem a clear, overwhelming advantage.

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Records Under Management
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Peak Events / Second
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Live Data Pipelines
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Median Query Latency
02 / The Stack

Hi-tech data engineering,
end to end.

Six tightly-integrated layers. One platform. Every byte accounted for.

/ 01

Universal Ingestion

Any source, any format, any velocity. Streams, APIs, files, databases, sensors, documents. If it produces data, we warehouse it.

ANY_SOURCE → ONE_CLOUD
/ 02

Knowledge Graph Engine

Every entity, every relationship, mapped and linked in a living graph. Data stops being rows and becomes understanding.

ENTITIES × RELATIONSHIPS × CONTEXT
/ 03

AI & ML Engine

Models trained, tuned, and served on unified data. Prediction, valuation, classification, and generative intelligence, all on tap.

TRAIN → INFER → ADVANTAGE
/ 04

Real-Time Streaming

Millisecond event processing. The moment something happens anywhere in the ecosystem, the cloud already knows.

LATENCY_BUDGET: MILLISECONDS
/ 05

Vector Intelligence

Semantic embeddings across every document, record, and image. Ask questions in plain language and get answers grounded in everything.

EMBED_ALL(knowledge)
/ 06

API-First Delivery

Every capability exposed through clean, fast, secure APIs. Apps, dashboards, and agents plug straight into the intelligence layer.

GET /v1/intelligence → 200 OK
03 / The Pipeline

From raw signal to served intelligence.

STAGE_01

Ingest

streams · files · APIs
telemetry · docs

STAGE_02

Normalize

clean · dedupe
schema-on-read

STAGE_03

Graph

entity resolution
relationship linking

STAGE_04

Reason

ML models · vectors
generative AI

STAGE_05

Serve

APIs · dashboards
apps · agents

EVERY EVENT. EVERY RECORD. CONTINUOUSLY FLOWING. 24/7/365
04 / The Ecosystem

Already powering Virtual Hangar.

This isn't a roadmap. It's running in production. The Data Cloud is the intelligence backbone behind the apps, dashboards, and AI experiences across every Virtual Hangar division.

VHMX · Marketplace

Market Intelligence Exchange

Live aircraft market data, pricing signals, and comps. VHMX runs on the Data Cloud's real-time feeds and knowledge graph to surface opportunities the market hasn't seen yet.

Operations

Division Dashboards

Every division, one pane of glass. Live operational dashboards stream directly from the warehouse. No stale reports, no waiting, just the current state of the business at all times.

Customer Apps

Ecosystem Applications

Customer-facing apps tap the same intelligence layer for instant answers, personalized insight, and experiences that feel like they're reading the future, because in a sense they are.

AI · Agents

Next-Gen AI Copilots

Agents and copilots grounded in the knowledge graph, reasoning over the whole ecosystem's data to give our customers a clear, overwhelming advantage in every decision.

05 / The Interface

One query away
from everything.

  • Ask in plain language. The graph and the models do the rest.
  • Sub-50ms answers across billions of connected records.
  • Secure by design with scoped keys, a full audit trail, and zero-trust access.
  • Built for builders: the same API our own apps and dashboards run on.
datacloud :: query.sh
06 / What's Next

The future runs on data.
Ours is already flying.

Next-generation thinking. Next-generation computing. Next-generation intelligence. Built by Virtual Hangar for an ecosystem that refuses to move at the speed of everyone else.