Datasheet

PhantomX™

CONTESTED AUTONOMY – ORCHESTRATE

PRE-ALPHA-RELEASE v0.7 | ML / AI-Ops Platform | Backend-Agnostic | Stable /v1 Contract | VICTUS Internal

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PhantomX is VICTUS’s unified ML / AI-Ops API and SDK — one platform to define, customize, orchestrate, train, and deploy ML models across pluggable compute and data backends. Every VICTUS ML product runs on the same control plane, and the same ML-Ops layer is available to external customers. A single stable /v1 contract routes each job to whatever backend is configured — localhost, subprocess training, or Palantir Foundry/Maven — with zero route or SDK changes. 

Core Capabilities

Rest control plane

Per-model-type JSON-Schema config, async job lifecycle (202 + poll), pagination, RFC 7807 errors.

Pluggable providers

Compute / Data / Auth selected by PhantomX.yaml — local, subprocess, and Foundry/Maven. Swap with zero route changes.

Durable persistence

SQLite / Postgres doc store + content-addressed blobs. Cascade delete, job recovery, idempotency keys.

SDK + Generated clients

Python SDK and TypeScript client, both from one OpenAPI 3.1 spec — schema-identical types.

Model Lifecycle

Step 1

Define

Create a project against a model type — vision, state-estimation, or text.

Step 2

Configure

Schema-driven training config, validated per model type. UIs render the form dynamically.

Step 3

Train

Launch async job; poll status / metrics / logs; stop on demand. Real local or Foundry/Maven training.

Step 4

Export

Self-contained artifact package — best.pt, results.csv, model.onnx, VOXL2 export.

Step 5

Deploy

Same routes, any backend — local, subprocess, or Palantir Foundry/Maven.

Platform Profile

  • CONTROL PLANE Python 3.11 · no GPU / torch
  • PERSISTENCE SQLite or Postgres + blob store
  • CONTRACT Stable /v1 · OpenAPI 3.1
  • WIRE camelCase JSON · REST
  • AUTH Bearer-token · hashed · scopes
  • PACKAGING Docker + Compose · opt. TLS
  • BACKENDS local · subprocess · Foundry/Maven
Models Unified

PhantomNAV™

ATR | vision — detection, segmentation

PhantomSIGHT™

Alt PNT | state-estimation — synthetic GPS

DEPLOYS ANYWHERE | Developer laptop → on-prem → enterprise cloud & Palantir Foundry/Maven

Where PhantomX™ Lives

Control plane, not compute

a GPU-free container orchestrates jobs; training executes on the selected backend, artifacts returned over /v1.

One integration surface

ne /v1 contract serves internal consoles and external customers; products and backends swap with zero route changes.

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