SpatialGen Labs · Defense

From Pixels To Targets.

Real-time spatial intelligence. Live 3D reconstructions in seconds, on the edge, air-gapped by design.

Real-Time 3D-GS
ISR FMV
Edge-Deployable
Air-Gapped
Mensuration
Dual-Use
Request Capability Briefing How It Works
F3EA · TARGETING CYCLE

Compressing the cycle by collapsing the seconds-to-3D gap.

A Forward Observer produces a navigable, measurable 3D scene in seconds rather than hours. An intelligence cell reconstructs a target compound from drone footage during the same flight that captured it.

  1. F
    Find
  2. F
    Fix
  3. F
    Finish
  4. E
    Exploit
  5. A
    Analyze
SpatialGen Accelerates
THE PROBLEM

Sensors capture more
than commanders
can use.

Legacy mapping was not designed for operational tempo. Photogrammetry pipelines require hours of preprocessing. Standard ISR products deliver 2D orthomosaics that flatten the battlespace, stripping verticality. The vertical dimension determines fields of fire, structural masking, and assault routes.

Reconstruction
Real-Time
Streaming SfM + 3D-GS
Mensuration
Metric-Grade
Measure gaps, structures, and distances
Deployment
Air-Gapped
No Dependencies
WHY IT MATTERS

Decisions in seconds,
not hours.

  1. 01 INPUT · DRONE IN FLIGHT

    Ordinary drones. Extraordinary results.

    Stream from consumer ISR platforms already in the kit bag. No dedicated capture rig.

    FOR THE OPERATOR
    Fly the mission they were going to fly anyway.
  2. 02 BUILD · LIVE RECONSTRUCTION

    Real-time 3D as the drone flies.

    Within seconds of the first frame, a navigable 3D scene begins forming. The reconstruction grows alongside the flight path.

    FOR THE OPERATOR
    Time to first fidelity: seconds from frame, not hours from landing.
  3. 03 ACT · OPERATOR TOOLS

    Measure. Annotate. Plan.

    Point-to-point metric distance. Spatial annotations anchored in 3D coordinates, shared across geographically distributed teams. Mission rehearsal on the actual objective.

    FOR THE OPERATOR
    Make decisions in a 3D space, not a 2D projection of the AOR.
  4. 04 OUTCOME · MISSION ACTION

    Precise targeting, fewer munitions.

    Improved targeting precision means improved effects. The targeting cycle compresses, BDA accelerates, every echelon benefits.

    FOR THE OPERATOR
    Decisive decision advantage.
DUAL-USE PROOF

Same engine. Different mission.

INDUSTRIAL · MENSURATION

Operator-driven measurement.

Real-world distances extracted point-to-point from any 3D scene. The same measurement a targeteer uses, an engineer leverages for construction.

INTERIOR SURVEY

Multi-room volumetric capture.

SpatialGen benchmarked our pipeline on full-building interior tours where the leading academic tool crashed and produced nothing.

TACTICAL

Mission rehearsal at scale.

Photorealistic 3D environments of platforms, hangars, and operational sites, ready for planning.

CAPABILITY MATRIX

Core Capabilities

TACTICAL
view_in_ar

Real-Time 3D Reconstruction

Streaming SfM and 3D-GS training in one pipeline. Results appear within seconds of the first frame.

  • check_box Native streaming ingest
  • check_box No preprocessing
  • check_box Voxel-based point-cloud pruning
TARGETING
straighten

Precision Mensuration

Low error measurement at the edge. Distance, height, and point coordinates extracted directly from the 3D scene.

  • check_box Point-to-point measurement tool
  • check_box Sensor-fusion ready (LiDAR optional)
  • check_box Targeting-class accuracy
PLANNING
forum

Distributed Spatial Annotation

Comments anchored in 3D coordinates. Multi-operator planning across geographically separated teams.

  • check_box Geographically distributed teams
  • check_box Account-based ownership model
  • check_box Mission rehearsal ready
DEPLOYMENT
shield_lock

Edge & Air-Gapped

Designed for contested environments. Compression cuts file sizes by over 90% for low-bandwidth links.

  • check_box Air-gapped processing
  • check_box Multi-format export
  • check_box On-prem GPU cluster ready
PROGRAM TRAJECTORY

From validated prototype to production system.

  1. VALIDATED

    Real-time pipeline prototype.

    Streaming SfM and 3D-GS engine running on a consumer-grade computer. Benchmarked against academic baselines on operational scenes including multi-room interiors.

  2. IN PROGRESS

    Aerial-domain fine-tuning.

    Curated aerial dataset, domain-tuned training, and metric-grade reconstruction from drone FMV.

  3. TRANSITION

    Operational integration.

    Universal GCS and tactical system compatibility, with a commercial API for industrial and real-estate applications.

PROGRAMS & ENGAGEMENT

Three ways to put the engine to work.

We don't do middlemen. Reach the engineers building the system directly.

PILOT
science

Pilot Engagement

A scoped 4-8 week evaluation. On-prem yearly license terms available for federal customers.

Request Pilot Scope
FEDERAL FLAGSHIP TRACK
verified

Program Partnership

Integration with UAS ground-control stations. Long-term partnerships with companies and program offices for operational use.

Discuss Partnership
COMMERCIAL
factory

Dual-Use Industrial

Energy, oil & gas, surveying, infrastructure inspection, and real-estate API. Scalable cloud or API integration depending on workflow.

Explore Commercial Fit
FROM THE PROGRAM

News

MAY 1 2026 LAUNCH

SpatialGen Labs Launches with Focus on Live Spatial Intelligence

SpatialGen Labs, dedicated to advancing live spatial intelligence technologies for the defense and dual-use markets.

Operational tempo.
Spatial reality.

From the pipeline that powers Apple Vision Pro to the targeting cycle of the U.S. Air Force.

Request Capability Briefing