Semantic-aware codec for organized point cloud data. Built for LiDAR. Runs on existing DSP hardware. No new silicon required.
Measured results · Phase 0 proof of concept · April 2026 · Standard laptop · No GPU · No specialized hardware
Organized point cloud sensors produce 24KB per frame at 30Hz regardless of scene activity. Standard compression achieves 3–5x. The interface load is near capacity on every frame — even when nothing is happening.
SPC changes the question. Instead of compressing what the sensor sees, SPC stores only what changed from a known reference. A stable surface transmits zero bytes. A detected anomaly transmits a 12-byte alert with exact coordinates.
| Metric | Result | Notes |
|---|---|---|
| Rigid object compression | 250:1 | Confirmed — Test 1 |
| Articulated body (5-joint) | 1,200:1 | Confirmed — Test 3 |
| Predictive delta (full stack) | 4,800:1 | Confirmed — Test 4 |
| Reconstruction error | 0.0032 mean | Sub-millimeter, zero drift |
| Encode speed | 0.46ms / frame | 70× under 30fps budget |
| Cold start (new object) | 2 frames (66ms) | Auto-catalogued |
| Encode platform | Standard laptop | No GPU required |
// All results from a single Python implementation on commodity hardware. No specialized processing units.
ISS hull monitoring. Spacecraft skin integrity detection. Flash LiDAR on existing flight hardware. Silence until breach detected.
TRL-9 Hardware In OrbitIn-flight structural monitoring. 66ms breach detection on wing surfaces. Runs on existing avionics DSP. No new hardware integration required.
DSP-NativeContinuous hull integrity monitoring at near-zero bandwidth. Organized grid format. Works on existing sonar processing hardware.
Near-Zero BandwidthHuman and mechanical body capture. 4,800:1 on predictive walking gait. Defense, robotics, simulation, and training applications.
Defense · RoboticsConformance suite validates all 12 §12 requirements from the frozen v0.2 format specification. Implementation notes maintained as a numbered decision log (D-001 through D-016).
SPC is proprietary technology developed by Genesis Venture Studios. The compression architecture, semantic matching methodology, and reference library system are protected as trade secrets under the Defend Trade Secrets Act (2016).
Access to the technical specification, format documentation, and reference implementation source requires a signed NDA and IP agreement prior to any disclosure.
Engineering contact only. No sales process. If you are evaluating point cloud compression for a specific program, reach out with a one-line description of your use case.
Ready to Evaluate SPC
Engineering contact only. If you are evaluating point cloud compression for a specific program, send a one-line description of your use case. Response within 48 hours.
Start the conversationGenesis Venture Studios · Texas · genesisvcs.com