Defense + Critical Infrastructure

Data infrastructure for autonomous and mission systems.

SpaceDataAI builds the ingestion, validation, and workflow layer that sits between distributed sensors and the autonomy, C2, and analytics platforms operators already rely on.

Where We Fit

Complementary to autonomy and C2 platforms — not a replacement.

What we do

Sensor fusion, validation, and workflow automation across fiber, satellite, ground sensor, and operator data. Designed to feed clean, attributable signal into mission systems.

What we don't claim

We are not an autonomy platform, weapons system, or C2 stack. References to platforms in this space are ecosystem context only — not partnerships, integrations, or customer relationships unless explicitly stated.

  [ Sensors / Fiber / Imagery / Ground Telemetry ]
                       │
                       ▼
        ┌──────────────────────────────┐
        │  SpaceDataAI Pipeline        │
        │  Ingest · Validate · Fuse    │
        │  Automate · Integrate        │
        └──────────────────────────────┘
                       │
        ┌──────────────┼───────────────┐
        ▼              ▼               ▼
  Autonomy/C2     GIS / Ops      ITSM / NOC
  platforms       systems        workflows
Operational Profile

Built for the conditions field operators actually run in.

Edge resilience
  • · Local buffering on link loss
  • · Deterministic replay
  • · Offline-capable validation
Sensor fusion
  • · Multi-modal alignment
  • · Spatial + temporal joins
  • · Confidence scoring
Integration
  • · REST, gRPC, streaming
  • · SNMP, syslog, ServiceNow
  • · SSO + RBAC
Auditability
  • · Per-record lineage
  • · Immutable event log
  • · Replayable workflows
Sample Fused Event

Example output to a downstream mission system.

fused_event.json
{
  "event_id": "evt_8f21c0a4",
  "classification": "perimeter_anomaly",
  "confidence": 0.91,
  "sources": ["fiber_das.seg_14", "imagery.sentinel2", "ground_sensor.04"],
  "fused_position": { "lat": 35.1495, "lng": -90.0490 },
  "recommended_action": "operator_review",
  "downstream": {
    "c2_topic": "intel.events.v1",
    "ticket_system": "servicenow"
  }
}

Multi-source signal collapsed into a single attributable event.

Routed to whichever C2, ticketing, or analytics system the operator already uses.

Confidence and source list let downstream systems decide autonomy thresholds.

Operator review is the default until thresholds are tuned in pilot.

Disclosure

Mentions of autonomy platforms, defense primes, or municipal systems on this page are ecosystem context. SpaceDataAI does not claim formal partnerships, contracts, or customer relationships unless stated explicitly on the relevant project page.