When GPS Is Denied, the World Becomes the Reference

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Self-consistent, globally wrong

Under denied positioning, navigation and timing, a platform’s detections stay consistent with each other but are displaced by its navigation error. Platforms comparing positions end up comparing different coordinate systems, and everything downstream suffers.

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A shared frame from shared observations

Platforms observing the same scene recover a common frame of reference from what they can all see — without relying on external positioning. Performance is measured against published requirements, with the conditions under which each result holds stated alongside it.

The Proven Core

Implemented, and scored in simulation against the requirements it answers.

Frame reconciliation

Recovering a shared frame between platforms under denied positioning.

Collaborative target recognition

A multi-stage, multi-platform aided target recognition stack across air, ground and sea.

Compute-aware routing

Work routed across a swarm to where the compute is, validated in a virtual multi-platform swarm.

Counter-swarm decisions

A decision layer with no central control node that coordinates actively or passively.

The Navigation System Around It

Stated as intent, so it is never mistaken for what exists today.

Any position source

Whatever a platform has — satellite navigation, a surveyed anchor, a peer — as one input among several rather than the input.

Inertial fusion

Fuse inertial navigation with the reconciled frame, so drift is bounded by observing the world.

Existing C2 fabrics

Publish reconciled tracks and their confidence into command-and-control systems programs already run.

Encrypted by design

Patent-pending encryption for the link, so a shared frame is not a broadcast of where everyone is.

Built on the Same Substrate

TALON-EDGE runs on the same engineering as AI Command and Control: a capability graph that decides what a platform may do, a measurement harness behind every claim, and a decision record that is verifiable offline — accreditation evidence rather than a log.

The prototypes run as a separate application carrying mission content only, each screen backed by the service that computes it rather than a scripted outcome.

For Program Offices

Results, architecture and live prototypes are available under NDA. We are looking for sponsoring programs, transition paths, and hardware to prove the work on.

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