SPARTAK™
TALK TO AN EXPERT

SPARTAK CORE ENGINE · ARCHITECTURE

The Execution Substrate. Not a Wrapper.

Spartak is the sovereign orchestration engine — a deterministic, air-gapped stack that selects, routes, runs, governs, and measures AI models entirely inside your private perimeter. Seven proprietary modules share a unified security profile on one substrate. Representative deployments show zero external API calls with cryptographic perimeter verification on every inference cycle.

Talk to an Expert →Explore Govern

Representative Spartak core engine boot trace: perimeter lock confirmed, execution substrate online, all seven modules initialized — compute, routing, memory, audit, compliance, orchestration, and output validator — zero data leakage detected, perimeter secure.

[ 7-MODULE DEPENDENCY GRAPH ]

One execution substrate — seven modules, unified security profile.

Compute, routing, and orchestration dispatch inference. Memory, audit, and compliance govern it inside the perimeter. Output Validator is the terminal gate — nothing propagates downstream without schema enforcement and sanitisation.

[ MODULE INDEX ]

Every layer inherits security from the core substrate.

COMPUTE LAYER

Hardware-optimised inference scheduling on bare metal, private cloud, or secure edge — workload placement stays inside the perimeter.

ROUTING ENGINE

The Smart Order Router — Score → Route → Fuse. Model selection and task dispatch by quality, cost, latency, and compliance boundary — model-agnostic, zero vendor lock-in.

MEMORY SUBSTRATE

Stateful context management within the perimeter — no external vector store, no data leaving the seal.

AUDIT TRAIL

Immutable log of every inference decision, routing choice, and policy version — exportable for board and regulatory review.

COMPLIANCE GATE

Pre/post output validation against policy rules — classification, schema enforcement, and escalation paths at runtime.

ORCHESTRATION BUS

Cross-module synchronisation and fallback handling — deterministic execution loops with hard output schemas.

OUTPUT VALIDATOR

Schema enforcement and sanitisation before downstream delivery — the terminal gate on every inference path. Six modules dispatch and govern inference; nothing propagates downstream until it clears here.

[ SOVEREIGN MLOPS ]

The whole lifecycle never leaves your perimeter — you don't depend on any external provider even to improve your models.

FINE-TUNE & TRAIN

Adapt models on your proprietary data inside the seal — no external training APIs, no data export. Your improvements stay yours.

VERSION & REGISTRY

In-perimeter model registry with lineage, rollback, and Govern-gated promotion — every version auditable before it serves production traffic.

EVALUATE & BENCHMARK

Score candidate models and fine-tunes against your own eval sets and golden tasks — promotion decisions made on in-perimeter evidence, never a vendor leaderboard.

DEPLOY & SERVE

Push approved models onto the same orchestration bus as inference — zero-downtime rollout and instant rollback, all behind the sealed boundary.

MONITOR & OBSERVE

Latency, drift, and output-quality signals wired straight to Command — full observability without an external telemetry sink.

RETRAIN & ITERATE

Closed-loop improvement from your own telemetry and eval data — retrain cycles run entirely inside the perimeter, on schedules you control.

[ DEPLOYMENT SUBSTRATES ]

Bring your own bare metal if you have it — we provision private cloud or secure edge if you don't.

BARE METAL

Your existing hardware — nothing rented, nothing leaves. BYO bare metal is first-class: Spartak installs directly onto the machines you already own and trust.

PRIVATE CLOUD

Dedicated private cloud inside your perimeter when bare metal isn't the starting point — we provision the substrate so inference never transits external infrastructure.

SECURE EDGE

Air-gapped edge nodes for distributed inference — same 7-module substrate and sealed boundary at every site, without compromising the perimeter.

[ VALUE COMPARISON ]

Spartak versus the three alternatives buyers actually weigh.

Rows framed as value delivered — not price. The sovereign orchestration engine runs inside your perimeter; the alternatives require trade-offs on data residency, lock-in, governance, or time-to-value.

SOVEREIGN EXECUTION

Deployed on-premise — bare metal, private cloud, secure edge.

No data transits external infrastructure. Spartak runs inside your sealed perimeter with zero external API dependency — the engine is the perimeter, not a client of someone else's cloud. Representative deployments: 100% of inference inside the seal.

DETERMINISTIC OUTPUT GUARANTEES

Structured execution loops — not probabilistic drift.

Hard output schemas, mandatory validation gates, and deterministic orchestration bus behaviour eliminate the variance that makes board-grade AI approval impossible. The same request under the same policy produces the same gate outcome — every cycle.

CRYPTOGRAPHIC HEARTBEAT

Continuous integrity verification on every inference cycle.

Perimeter seal and data isolation verified at the packet level throughout execution — representative traces show `[ ZERO DATA LEAKAGE DETECTED ]` heartbeat confirmation before any output propagates. Your CISO sees structural proof, not vendor assurances.

[ TALK TO AN EXPERT ]

Start the conversation — a live engine walkthrough against your environment.

Talk to an Expert →

[ TALK TO AN EXPERT ]

Start with a conversation.

Talk directly with a Spartak engineer — no procurement gauntlet to begin. We map your perimeter, walk the live engine against your environment, and shape a sovereign deployment path together.