Use cases
One validated kernel. Six institutional applications.
ARIN22 is a class-routed deterministic acceleration layer for intraday tail-risk, stress testing, and pre-trade governance — deterministic where it provably publishes, CRN-anchored at the 99.9 tail, Monte-Carlo-challenged on hard regimes, no silent degradation. Embedded inside or alongside Tier-1 risk platforms (Aladdin, Bloomberg, Murex, MSCI) — not a replacement. The same substrate — KOKON control plane + ARIN22 kernel — powers every vertical; industry customisation is configuration, not codebase.
Enterprise Wave canonical — 8.8 B paths/backend · CVaR 99.9 within 0.035% of 10M MC · pre-trade gate p99 1.064 ms · tick p99 0.625 / p999 0.710 ms · 1 hash / 1,000 repeats · 58/58 artifacts. Every claim resolves to a sealed run ID at /arin22-demo.
Every claim below is tagged with its evidence state — ladder claim → evidence in one click.
One kernel, six applications
Same validated kernel. Six institutional applications. One sealed evidence base.
Coverage at a glance
Ordered by validated workload fit — how closely each matches the workload already executed end-to-end on 8×H100. Banking leads because it is both the executed workload and the founder’s institutional ground-truth.
Banking & Credit
Tier-1 derivatives, treasury, and credit modernisation — the workload already executed end-to-end on 8×H100 with 0 failures. Founder edge: a 19-year senior treasury & liquidity executive (PrivatBank — head of National Cash & Vault, 64 staff, 30+ centres), institutional ground-truth, not a vendor mock.
CVaR 99.9 within 0.035% of a 10M-path MC reference · No GPU lock-in — kernel correctness on commodity ARM at ~99 µs split (D=4).
Regulatory frameworksSR 26-2 · FRTB-IMA · Basel CRR3 · CCAR / DFAST · ICAAP / ILAAP · LCR / NSFR / ALM · XVA · BCBS d457 / Title I RRP · EU AI Act Art. 12 · DORA · IFRS 9 · ISDA SIMM
NVIDIA stack: NIM inference · NeMo Guardrails · 8×H100 batch lane.
Asset Management & Hedge Funds
Per-tick portfolio revaluation for hedge funds, systematic / quant and multi-strategy managers, pension / LDI, sovereign wealth, and family offices — the deterministic kernel refreshes the risk surface every tick without a Monte-Carlo re-run.
Per-tick refresh — p99 0.625 / p999 0.710 ms · D = 200 · 24 M ticks · 4.032 B surface evals.
Regulatory & mandate contextUCITS / AIFMD · Form PF · SR 26-2 model risk · pension LDI · IFRS 9 · NGFS climate
NVIDIA stack attach.
Insurance & Reinsurance
Solvency II SCR at the 99.5 tail and IFRS 17 risk adjustment on the same audit-grade kernel — one reproducible engine for capital, reserving, and climate scenario work.
Solvency II SCR 99.5 + IFRS 17 RA · same deterministic kernel · full audit trail.
Regulatory frameworksSolvency II · IFRS 17 · Group SCR / ORSA · NGFS · BoE / ECB climate · IAIS ICS
NVIDIA stack attach.
Critical Infrastructure
Cascade-graph and GNN modelling of interdependent-system failure, on the same kernel that ran 4,197 portfolios end-to-end — mapping how a single-point failure propagates across energy, water, transport, and telecom.
Cascade-graph + GNN · kernel that ran 4,197 portfolios · routing hash-logged.
Standards contextNERC CIP · CISA · NIS2 · ISO 22301 · N-1 / N-2 contingency
NVIDIA stack: PhysicsNeMo · Earth-2 · GNN on H100.
Government & Sovereign
Country-composite multi-domain stress with a regulator-safe ARIN22 trace export (full lineage, no kernel disclosure) — deployable on-prem or air-gapped for sovereign and central-bank environments.
Country-composite multi-domain stress · regulator-safe trace export · on-prem / air-gapped.
ContextNGFS · BIS · IMF FSAP · national-security classification · data-sovereignty
WATCH_SUPPRESSEDDry-runNVIDIA stack attach · sovereign deployment supported.
Real Estate & Construction
The Physical-Financial Translation Engine across 280 risk factors — the financial side is validated on the kernel; the physical-side calibration extends in Phase 3.
Physical-Financial Translation Engine · 280 risk factors · financial-side validated.
ContextTCFD · physical-climate risk · BIM / IFC · 30-year trajectory modelling
NVIDIA stack: Earth-2 · PhysicsNeMo · Omniverse-adjacent.
Evidence boundary
What is validated. What is dry-run. What is pilot-deferred.
Kernel validated
Executed end-to-end on the 8×H100 validation substrate with sealed run IDs — ladder-able to evidence at /arin22-demo.
Dry-run available
The workload runs on public or redacted data today; not yet anchored to a sealed institutional run.
Pilot-deferred
Requires live customer infrastructure (grid / SCADA / sensors / SITREP) — deferred to a first paid pilot.
Request a Tier-1 institutional pilot.
A 2-week public-data dry-run (no NDA) or a 4-week NDA dry-run on your redacted book. Output: a candidate-specific institutional benchmark report — not a generic demo.