NVIDIA Partnership · Stack Integration
Built on the NVIDIA AI Enterprise stack.
Sixteen NVIDIA services compose the integration surface across four categories. Eleven are production-live; five are on the 2026 roadmap. SAA Alliance is a member of NVIDIA Inception and the NVIDIA Innovation Lab; the page below is the same service-mesh view our internal team monitors.
GPU is for scale; kernel correctness is CPU-bound. The ARIN22 deterministic risk-core (US-registered name; construction is a protected trade secret) validates identically on commodity ARM CPU at ~99 µs single kernel call, holding the same envelope from D = 4 synthetic baseline through D = 200 on real portfolios — no degradation, orders of magnitude faster than a matched-accuracy Monte-Carlo equivalent, with < 0.05% deviation at the 99.9th percentile vs the Monte-Carlo gold standard. The 8×H100 NVIDIA Innovation Lab stack below carries batch throughput at Enterprise-Wave scale — 8,800 cases / backend · 8.8 B paths / backend · 0 execution failures. Both surfaces stamp the same hardware fingerprint and run SHA per result. No GPU lock-in. Precise µs, speedup×, and q999% are released to bank model-risk teams under NDA.
S2 · Integration surface
Sixteen services. Eleven live. One kernel.
S3 · NVIDIA Inception · Innovation Lab
Co-engineered, not just integrated.
SAA Alliance is part of NVIDIA Inception (startup acceleration) and the NVIDIA Innovation Lab for early-access Enterprise software — NIM, NeMo, Earth-2, PhysicsNeMo. We co-engineer reference architectures for systemic risk, climate digital twins, and multi-agent decision systems on NVIDIA H100 / B200 / GH200 platforms.
Partnership posture
Reference deployments and joint validation, not vendor-stack adoption.
The deterministic kernel remains hardware-agnostic; the NVIDIA stack provides the GPU-scale throughput envelope that Enterprise-Wave validation requires. Same answer, same run SHA, both lanes.
S4 · Service mesh
Production integration status, by category.
Mirror of the internal SRE view. Production = self-hosted via NIM containers; Cloud API = NVIDIA-hosted endpoint; Roadmap = scheduled integration with a target quarter.
Core AI
Language models · agent orchestration · safety guardrails
NVIDIA LLM (Cloud API)
Cloud APIExecutive-summary generation, structured report synthesis, and multi-model consensus across reasoning-, general-, structured-extraction-, and instruction-tuned models on the NVIDIA NIM API. Specific model selections per agent role are internal.
NVIDIA AI Orchestration
ProductionStress-test multi-model consensus pipeline: entity classification, fast / deep scenario analysis, cross-model consistency check, executive-summary fan-out.
NeMo Guardrails
ProductionSafety, factuality, regulatory-language compliance filter applied to every agent output before consensus aggregation. Prevents hallucinated risk recommendations.
NeMo Retriever
ProductionEnterprise RAG pipeline. Backbone of AI-Q citation system — every recommendation links to the underlying document, regulator filing, or news source.
NeMo Agent Toolkit
ProductionAgent observability, trace collection, failure replay. Powers the council-level audit log (/audit/agent_traces.jsonl).
Physical Simulators
Climate, weather, physics-informed neural digital twins
NVIDIA Earth-2
ProductionClimate / weather data feed inside the climate_data service. Used by the Physical Risk agent for catastrophe modelling, parametric insurance triggers, and infrastructure stress.
PhysicsNeMo
ProductionPhysics-informed neural network layer for cascade simulation across critical infrastructure (power, water, telecoms) and physical-financial coupling.
Earth-2 FourCastNet NIM
RoadmapSelf-hosted high-throughput weather forecasting — replaces external climate API for low-latency stress pipeline. Q2 2026 target.
Earth-2 CorrDiff NIM
RoadmapHigh-resolution km-scale climate downscaling. Required for asset-level physical risk on real estate, ports, refineries. Q3 2026 target.
Infrastructure
Inference engines · serving containers · media pipelines
FLUX.1-dev NIM
ProductionREPORTER agent image generation — synthesises scenario diagrams, dependency graphs, and executive-summary visuals embedded in PDF reports.
Triton Inference Server
RoadmapSelf-hosted LLM / embedding serving via TensorRT-LLM backend. Cuts cost and tail latency once council load justifies a dedicated GPU pool. Q2 2026.
NVIDIA Dynamo
RoadmapDisaggregated low-latency inference scheduler. Required when scaling beyond 100 concurrent council instances. Q3 2026.
NVIDIA Riva
RoadmapVoice TTS for SENTINEL incident alerts and optional voice-driven analyst interface for control-room deployments. Q4 2026.
Data & Evaluation
Synthetic data, curation, agent benchmarking
NeMo Curator
ProductionData-curation pipeline for training-grade datasets (regulator filings, news streams, transaction records). Phase-2 risk-domain corpus.
NeMo Data Designer
ProductionSynthetic data generation for adversarial stress-testing of agents (fabricated insider-trading patterns, AML scenarios, market-manipulation graphs).
NeMo Evaluator
ProductionContinuous agent evaluation. Powers the Learning Agent recalibration loop and per-agent reliability scores in the Meta-Decision Governor.
S5 · Stack roadmap
Five NVIDIA services on the 2026 calendar.
Sequencing reflects load-driven need and partner co-engineering windows, not a marketing schedule.
S6 · Hardware targets
Hardware-agnostic at the application layer; co-engineered against three reference platforms.
H100 / H200 SXM
ReferenceProduction target for Triton + TensorRT-LLM serving. Council steady-state: 4×H100 saturates 100 concurrent enterprise instances.
B200 / GB200 NVL72
ValidationTarget for Earth-2 climate downscaling at km resolution and multi-agent council fan-out. Co-engineering window with NVIDIA Inception.
GH200 Grace Hopper
EvaluationMemory-bound workloads: Entity Memory long-context, GNN systemic-risk graphs, ARIN22 deterministic kernel batched recompute.
S7 · Compute envelope
NVIDIA-stack scale demonstration — self-run, not STAC-audited.
The kernel’s compute envelope is validated at scale on the NVIDIA stack as the MC throughput / GPU lane, kept strictly separate from the deterministic CPU posture (commodity CPU, no GPU lock-in).
STAC-A2-inspired Heston LSM Greeks lane
310 M paths · 2.48 B valuation paths · 595.2 B path-asset-step ops in 14.875 s on 8×H100.
A multi-asset Asian basket option with full Greeks via Longstaff-Schwartz (early-exercise) completes at 166.72 M valuation paths/s in the max lane. Companion lanes on the same Evidence Wave 2026-05-20: STAC-M3-inspired tick analytics (60 M tick updates, p99 0.501 ms / p999 0.626 ms) and STAC-T1-adjacent pre-trade (60 M evaluations, p99 1.110 ms). Archive SHA-256 b8193ba1… · manifest 77 hashed artifacts. Captured Greek values and reproducibility manifest at /platform/arin22-demo.
Honest framing: workloads are built to the STAC archetypes (A2 / M3 / T1) and self-run on 8×H100 — not STAC-audited results. Independent STAC benchmarking and production listed-option Greek parity are explicitly pending. The workload is built to the STAC-A2 archetype but is not a STAC-audited result.
S8 · Design partners · NVIDIA co-engineering
A limited design-partner cohort. NVIDIA co-engineering open.
SAA Alliance is pre-revenue and accepting a limited cohort of design partners across insurance, banking, sovereign risk, critical infrastructure, and asset management. Engagement model: 90-day pilot, fixed price, real production data, joint go-to-market. For NVIDIA partner organisations, ISVs, and reference-architecture programs — we are open to co-engineering on Earth-2, PhysicsNeMo, NeMo Agent Toolkit, and reference deployments on H100 / B200 / GH200.
NVIDIA, NIM, NeMo, Earth-2, PhysicsNeMo, Triton, Dynamo, Riva, and FLUX are trademarks of NVIDIA Corporation. Status reflects SAA Alliance internal deployment as of publication.