Micro AI Nodes for Enterprise

Sovereign AI compute — deployed in your facility or ours. Full compliance, zero compromise.

See Reference Architecture

The AI Infrastructure Problem

AKULAR bridges the gap with modular reference architectures and a digital twin governance layer — from site selection to live operations.

Enterprise AI demand outpacing purpose-built infrastructure
No unified view across IT, OT, and facility systems
Compliance and data sovereignty falling through the cracks
Vendor lock-in from hyperscaler-only deployment models
No lifecycle governance from design through operations

AI Node Lifecycle

AKULAR orchestrates each phase — coordinating OEMs, system integrators, and your team through a single governance layer.

1

Site Qualification

  • •Scan site
  • •Power envelope
  • •Cooling topology
  • •Financial modeling
2

Reference Architecture

  • •Rubin CPX / Ultra
  • •Liquid or hybrid cooling
  • •Vendor-neutral envelope
3

Deployment Orchestration

  • •OEM → SI → Site
  • •FAT/SAT gate model
4

Digital Twin Integration

  • •Spatial telemetry
  • •IT + OT unified
  • •Asset-bound anomaly tracking
5

Remote Operations

  • •Telemetry dashboards
  • •Fleet monitoring
  • •Automated alert escalation

Governance & Architecture

Structured governance and protocol-agnostic integration — ensuring every node moves from design to production under controlled conditions.

Operational Governance Layer

Structured checkpoints ensuring every node moves from design to production under controlled conditions.

  • Reference architecture freeze
  • Go-live gate enforcement
  • SLA stacking (OEM → SI → AKULAR → client)
  • Telemetry bound to spatial twin
  • Insurance bucket classification

Technical Architecture

Protocol-agnostic ingestion layer that unifies facility data into a single spatial model.

  • API-first telemetry ingestion
  • SNMP / Modbus / BACnet
  • DCIM integration layer
  • Asset-bound metadata schema
  • 3D asset-to-sensor mapping

AKULAR TWIN — The Operational Backbone

Every deployed AI node gets a live digital twin. AKULAR TWIN unifies telemetry, spatial data, and asset metadata into one operational view — giving your team remote visibility from day one.

  • Live 3D view of every rack, node, and cooling circuit
  • Sensor telemetry bound to physical assets
  • Anomaly detection with spatial context
  • Remote operations dashboard for multi-site fleets
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Ready to Modernize Your Operations?

See how AKULAR deploys sovereign AI infrastructure with digital twin governance.

See Reference Architecture