CUI // DEMO|OPERATOR
READINESSGREEN
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ZULU
AI Gateway
Data Layer
Audit Bus
Evidence Vault
IL5 (target)FedRAMP High (target)FISMA Moderate (target, not assessed)NIST 800-53 Rev 5 (mapped, not assessed)
Demonstration EnvironmentSynthetic data. Not connected to live DoD systems. Figures are illustrative.→ Data provenance and limitations
Mission Signals
✓ EX-003 Negative payable resolved — $47,200 returned to available funds · Audit package created · ⚠ Cross-domain FWA indicator escalated — EX-002 · $312,000 invoice hold · Supervisor notified · 11:44 UTC · ⚠ Invoice aging exception — 14 vendors over 60 days · $1.2M past-due exposure · Supervisor queue updated · ⚠ Duplicate payment risk — 3 matching invoice/payment pairs flagged · $89,400 held pending review · ✓ Audit milestone — 14 days to next IG review · 3 open evidence packages · 2 pending analyst disposition · ✓ Deterministic controls resolved 4 of 5 exceptions this session · LLM cost: $0.0040 (modeled, per published unit pricing) · 91% (~10x) (modeled, vs broad-LLM baseline) cost reduction vs broad LLM ·

Data Provenance & Limitations

Every headline figure in this application carries a documented basis. The table below is generated directly from the same claims registry the interface renders from, so it cannot drift from what is shown on screen. Each entry states the value, the scope it applies to, whether it is measured, modeled, simulated, or a design target, and how it was produced.

Headline figures

LabelValueScopeBasisHow produced
Deterministic resolution rate91%12-mo average, simulated volumeSimulated dataShare of exceptions resolved by deterministic rules before any model call, measured over 12 months of simulated exception volume.
Deterministic resolution rate70%architecture floorDesign targetMinimum deterministic-gate coverage the control fabric is designed to hold; not a measured result.
Deterministic resolution rate85%ambition targetDesign targetStretch objective for deterministic coverage after pilot-phase rule tuning; not a measured result.
Tier 3 LLM cost per case$0.0040modeled, per published unit pricingModeled estimateComputed from published per-token vendor pricing against representative Tier 3 prompt and completion sizes.
Broad-LLM baseline cost per case$0.0450modeled industry baselineModeled estimateReference cost of mediating every exception through a frontier-class LLM, modeled from published unit pricing.
Cost reduction vs broad LLM91% (~10x)modeled, vs broad-LLM baselineModeled estimateDifference between the modeled tiered-routing cost and the modeled broad-LLM baseline; not a billed figure.
False-positive rate3.8%synthetic dataset · against generated ground truthSimulated dataMeasured against labels produced by the synthetic case generator. Indicates pipeline behavior only; not a prediction of real-world false-positive performance.
Golden-set result15 of 15 (n=15)golden-set run, n=15Golden-set measuredEvery labeled case in the current 15-case golden set matched its expected disposition; a 200–300 case pilot baseline has not yet been established.

Current validation status

What this demonstration does not do