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Sovereign & AI Compute

In-country compute inside the institution's perimeter.

Ooumph specifies, procures, installs and commissions compute for institutional AI and data workloads: sized from measured workload data, deployed on the institution's own infrastructure, and commissioned with a runtime built for sovereign environments.

  • Capacity specified against measured demand
  • Hardware supply, installation and commissioning proven at statewide scale
  • OEM-aligned specification and procurement support under government frameworks
  • Runtime integration with OSIE™, in production deployment since 2024
The Sizing Discipline

Workload sizing before procurement.

Institutional compute fails in two directions: over-provisioned capacity that sits idle, or under-provisioned capacity that fails under load. Every engagement therefore begins with workload analysis covering concurrency, latency requirements, data residency and growth horizon. The output is a hardware specification and a procurement document the institution can take to tender. Specification is vendor-neutral; procurement is OEM-aligned.

Analysis in, tender out
Concurrency · latency
What the workload has to sustain, and how fast.
Data residency · growth horizon
Where it must sit, and what it grows into.
Hardware specification
Vendor-neutral, written to survive technical evaluation.
Procurement document
The institution takes it to tender.
Reference Architectures

Three reference architectures.

These are reference architectures that Ooumph designs and commissions, not product SKUs. Edge appliances specified here also serve as the processing layer for on-site video analytics.

Edge AI & Video Analytics

Rack enclave

Server and accelerator capacity in the institution's own facility or data centre space, engineered for sustained departmental and portal workloads within standard Indian power and cooling envelopes.

Edge node

Compact compute for district offices, field facilities and remote sites, matched to OSIE's edge deployment and offline-capable operation.

SDC modular capacity

Compute integrated into State Data Centre racks and operating disciplines, connected to state networks under the deployment classes on the network page.

Network Engineering & Connectivity
Runtime Integration

Runtime commissioning with OSIE.

Compute provisioned by Ooumph is commissioned with the Ooumph Secure Inference Engine (OSIE). It has been in production deployment since 2024.

Runtime environments are configured without outbound analytics, consistent with data-custody requirements.

Ooumph USI
OSIE, as commissioned
Sub-100 ms inference latency
Horizontal auto-scaling, multi-model concurrent execution.
Edge deployment
Offline capability for district and field sites.
Encrypted model weights
HSM integration for key custody.
Role-based access control
Continuous threat monitoring alongside it.
In production deployment since 2024
Data Centre Enablement

Enablement inside existing facilities.

Ooumph's data-centre role is bounded: capacity planning, rack-level integration, commissioning and operations inside existing institutional facilities, State Data Centres and partner facilities. Greenfield data centre design, civil works, and power and cooling engineering are performed by specialist facility partners, coordinated by Ooumph where an engagement requires it.

Where the line sits
Capacity planning
Ooumph
Rack-level integration
Ooumph
Commissioning and operations
Ooumph
Greenfield design · civil works · power and cooling
Specialist facility partners

Inside existing institutional facilities, State Data Centres and partner facilities. Ooumph coordinates the partners where an engagement requires it.

Procurement

Specifications drafted for government procurement.

Hardware specifications follow government procurement standards: technical qualification criteria, evaluation frameworks and acceptance-test definitions prepared to withstand audit. Engagements route through GeM and standard GFR instruments, with Ooumph acting as specifier, integrator or consortium member as scope requires.

Procurement
What the specification contains
Technical qualification criteria
Written so an evaluation committee can apply them.
Evaluation framework
How bids are compared, set before bids arrive.
Acceptance-test definitions
What the institution signs against on delivery.
Prepared to withstand audit

Routes through GeM and standard GFR instruments. Ooumph acts as specifier, integrator or consortium member as the scope requires.

Get Started

The first step: workload sizing.

A working session on concurrency, latency and residency requirements, followed by a written sizing recommendation.

info@ooumph.com · Lucknow · Delhi · Bhubaneswar · Bhopal