LEGION — QA & BUILD VERIFIEDTARTARUS — POST-QUANTUM TUNNEL READYECHO — FDA CLASS II PATHWAYGROUNDLINE — MONTE CARLO AVMOMNI — INWARD-ONLY · CONSENT LEDGERENUMA — MARKETPLACE LIVEEDGE GATEWAY — TLS 1.3 ML-KEMLEGION — QA & BUILD VERIFIEDTARTARUS — POST-QUANTUM TUNNEL READYECHO — FDA CLASS II PATHWAYGROUNDLINE — MONTE CARLO AVMOMNI — INWARD-ONLY · CONSENT LEDGERENUMA — MARKETPLACE LIVEEDGE GATEWAY — TLS 1.3 ML-KEM
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LEGION · LIVE FUNCTION VISUAL
SOVEREIGN // LOCAL-FIRST

Sovereign Local AI

LEGION

Custom-trained on-device models with dual-GPU (CUDA + Intel XPU) cross-verification and a TPM-attested, Authenticode-signed release pipeline. Capabilities are enforced structurally through a constitutional governance model, not left to behavioral prompts — every output is verified across silicon before release, and every release is signed and reproducible.

Initiate Partnership local // sovereign (no public egress)
PRODUCTION LIVE
241
Commits
shipped
Signed
Release
code-signed installer
SBOM
Provenance
CycloneDX
Dual-GPU
Verification
CUDA + Intel XPU

/Capabilities

Sovereign Local Execution

Inference runs entirely on-device within a local trust boundary — models, prompts, and outputs never traverse a public network hop.

Dual-GPU Cross-Verification

Every output is computed on the primary engine and independently re-verified on a second silicon architecture before it is released.

Constitutional Governance

Capabilities are bounded by an explicit governance model enforced structurally, so limits hold regardless of how a model is prompted.

Signed Release Pipeline

Each build ships as a code-signed installer paired with a CycloneDX SBOM and a TPM-attested integrity record.

TECH STACK
  • Custom-trained on-device models
  • Dual-GPU (CUDA + Intel XPU)
  • Cross-verification
  • TPM-attested release
  • Authenticode code-signing
  • CycloneDX SBOM
SECURITY GATES
  • Cryptographically-rooted identity layer
  • Constitutional governance model
  • Structural (not behavioral) enforcement
  • Signed, reproducible releases
Edge-enforced · hardware-attested
Sovereign Local AI — LEGION · AI Systems Architect — MARJERLA