System Topology

Inference Fabric.

Closed-loop ML infrastructure from edge sensors to sovereign GPU clusters — with full audit trails and jurisdictional custody.

sensors

Ingest

Kafka · MQTT · SFTP

database

Feature Store

Lineage · PIT joins

psychology

Train & Serve

PyTorch · Triton · ONNX

verified

Govern

Audit · RBAC · DPA

Layer 01

Feature Store

Versioned, lineage-tracked features with point-in-time correctness for regulated workloads across ministries and enterprises.

  • → Online + offline parity
  • → Schema contracts
  • → Cross-border tags

Layer 02

Model Mesh

Canary, shadow, and A/B serving with automatic rollback on drift detection or latency SLA breach.

  • → Blue/green cutovers
  • → Drift monitors
  • → GPU autoscaling

Layer 03

Sovereign Vault

Encrypted model weights and inference logs never leave designated regional nodes. HSM-backed keys.

  • → AES-256 at rest
  • → mTLS every hop
  • → Immutable audit log

Guarantees

Platform SLAs.

99.99%

Uptime

<20ms

P99 Latency

RPO 0

Audit Log

24/7

Nairobi NOC

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