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LEGION SEALED · LIVE FUNCTION VISUAL
MEDICAL // FDA CLASS II PATHWAY

Athletic Heart

LEGION SEALED

Athletic Heart (operating under the LEGION SEALED designation) is a fail-closed, autonomous echocardiography analysis platform on an FDA Class II device pathway. Every measurement — ejection fraction, chamber volumes, dimensions, global longitudinal strain, and Doppler E/A — is computed from actual pixels by a real imaging engine, then gated through conformal prediction, an out-of-distribution firewall, and physiologic invariants. A seven-gate safety architecture protects every diagnostic signal, and a hash-chained regulatory-evidence ledger preserves the audit trail. Independently re-verified by an adversarial AI QA harness.

RELEASING 8.14.2026
MAE 2.7%
Engine
LVEF accuracy
Dice 0.97
Segmentation
phantom-tested
7-gate
Safety
fail-closed
Class II
Pathway
FDA

/Capabilities

Seven-Gate Safety

Signal quality, calibration, consent, and confidence gates must all pass — a single failure blocks diagnostic emission.

Fail-Closed by Default

The system defaults to non-emission. Ambiguous studies route to human review rather than risk a false read.

Regulatory-Evidence Ledger

Every diagnostic decision is chained into a hash-verified ledger that preserves evidentiary integrity for regulatory review.

Adversarial QA

An independent adversarial harness re-verifies the platform against seeded defects, with a 1:1 catch requirement.

TECH STACK
  • Real pixel-measurement engine
  • Conformal prediction + OOD firewall
  • Seven-gate safety architecture
  • Hash-chained evidence ledger
  • FDA Class II pathway
SECURITY GATES
  • Fail-closed diagnostics
  • Seven-gate safety architecture
  • Hash-chained regulatory evidence
  • Adversarial re-verification
Edge-enforced · hardware-attested
Athletic Heart — LEGION SEALED · AI Systems Architect — MARJERLA