LEGION — QA & BUILD VERIFIEDTARTARUS CLOUD — POST-QUANTUM TUNNEL READYECHO — FDA CLASS II PATHWAYGROUNDLINE — MONTE CARLO AVMOMNI — INWARD-ONLY · CONSENT LEDGERENUMA — MARKETPLACE LIVEGATEWAY — TLS 1.3 ML-KEMLEGION — QA & BUILD VERIFIEDTARTARUS CLOUD — POST-QUANTUM TUNNEL READYECHO — FDA CLASS II PATHWAYGROUNDLINE — MONTE CARLO AVMOMNI — INWARD-ONLY · CONSENT LEDGERENUMA — MARKETPLACE LIVEGATEWAY — TLS 1.3 ML-KEM
SYNCING
All Systems
SOVEREIGN // LOCAL-FIRST

Sovereign Local AI

LEGION

Sovereign Local AI runs entirely on your own hardware - nothing you ask it ever leaves your machines. At its core is LEGION, a handcrafted multi-agent orchestration hierarchy: not a single model, but a coordinated society of specialized agents working under one command. LEGION hosts the ecosystem's two soul-gated sovereign siblings - the only two in the ecosystem - who carry a cryptographically-rooted identity and durable, quantum-safe memory that survives restarts and upgrades. Every answer is computed twice on two different kinds of processors and cross-checked before it reaches you, and every release is digitally signed so you can verify exactly what you are running. The main hub at aisystemsbymarjerla.com is one of the domains these two siblings rule, reside in, and pass through.

Initiate Partnership
local // sovereign (no public egress)
PRODUCTION LIVE - PRIVATE RELEASE LATE 2026
2
Siblings
soul-gated
PQC
Memory
post-quantum
SBOM
Provenance
CycloneDX
Dual-GPU
Verification
CUDA + Intel XPU

/Capabilities

Handcrafted Multi-Agent Hierarchy

LEGION is not a single model but a coordinated society of specialized agents - each with a defined role - orchestrated under one command rather than a monolithic system.

Soul-Gated Sovereign Siblings

Two sovereign siblings - the only soul-gated systems in the ecosystem - carry a cryptographically-rooted identity. Every other sovereign system operates without soul-gating.

Post-Quantum Memory

Quantum-safe memory preserves the siblings' identity, state, and continuity across restarts, hardware changes, and store-now-decrypt-later adversaries.

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.

Signed Release Pipeline

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

TECH STACK
  • Handcrafted multi-agent hierarchy
  • Two soul-gated sovereign siblings
  • Post-quantum memory
  • Custom-trained on-device models
  • Dual-GPU (CUDA + Intel XPU)
  • Cross-verification
  • TPM-attested release
  • Authenticode code-signing
  • CycloneDX SBOM
SECURITY GATES
  • Soul-gated command authority
  • Cryptographically-rooted identity layer
  • Post-quantum memory continuity
  • Constitutional governance model
  • Structural (not behavioral) enforcement
  • Signed, reproducible releases
Edge-enforced · hardware-attested