The Sovereign AI Stack and How to Evaluate It
Ooumph runs AI infrastructure entirely inside your perimeter. Nothing leaves it, no vendor holds the keys, and every inference is written to an audit trail you can produce years later. The four pages below cover the stack, the agents that run on it, the architecture reference, and the security posture.
Why a Sovereign AI Stack?
Most AI platforms route your data through third-party clouds and shared inference clusters. That is the assumption Ooumph is built to avoid.
Government departments and regulated enterprises operate under constraints that commercial AI platforms were not designed for. Data classification rules, audit mandates, air-gapped networks, and compliance frameworks like the DPDP Act demand infrastructure that keeps institutional data entirely under institutional control.
At the core sits the OSIE™ (Ooumph Secure Inference Engine), which coordinates query routing, policy enforcement, model execution, and audit generation. OSIE delivers sub-100ms inference latency while maintaining AES-256 encryption and RBAC controls on every data path.
The result deploys on-premise, air-gapped, or hybrid, and sovereignty holds in all three. There is no shared tenancy, no lock-in, and no external dependency in the path of a core inference.
The Ooumph Sovereign AI Stack was written for these environments rather than adapted to them.
Explore the Technology
Four pillars of the Ooumph technology platform. Each addresses a specific institutional requirement.
Sovereign AI
On-premise, air-gapped AI infrastructure where your data never leaves your perimeter. Full institutional control over models, weights, and inference.
ExploreAgentic AI
Autonomous AI agents that execute multi-step institutional workflows with human-in-the-loop governance and explainable decision chains.
ExploreArchitecture
Three-layer sovereign stack with OSIE inference engine, federated learning, and blockchain audit. Full technical documentation for evaluators.
ExploreSecurity & Compliance
AES-256 encryption, RBAC, blockchain audit trails, and native compliance with DPDP Act, GDPR, and RTI Act built into every layer.
ExploreThe Three-Layer Stack
Infrastructure, intelligence, and trust - each layer addresses a distinct institutional requirement.
FLM
Federated Learning Model
Data sovereignty layer. All training and inference stays inside your perimeter.
FTM
Federated Thinking Model
Intelligence layer. Specialised SLMs work in parallel; statute settles any conflict.
Audit
Blockchain Audit Layer
Trust layer. Immutable, SHA-256 hash-chained record of every AI interaction.
Want a guided walkthrough of the sovereign AI stack?
Platform at a Glance
Key metrics from production deployments across government and enterprise environments.
Ready to Evaluate the Technology?
Bring the security and compliance questions your evaluation has to answer. Our engineering team will take the stack apart against them.
Or contact us directly at info@ooumph.com