How QUAICU Works:
Deploy, Govern, Execute
Install QUAICU on your servers, private cloud, or air-gapped infrastructure. All AI operations pass through a policy engine before execution and generate immutable audit records.
Data never leaves your control. Governance is architecture, not afterthought. Every decision is logged with policy ID, timestamp, and hash.
One Infrastructure Blueprint.
Multiple Products.
The platform standardizes how advanced AI systems are deployed, operated, and governed across institutions.
By maintaining a single, consistent infrastructure design adhering to our governance-first architecture, QUAICU ensures that every product benefits from the same level of reliability, security, and operational discipline—without introducing architectural fragmentation.
- Consistent deployment architecture
- Unified security and access controls
- Centralized orchestration and observability
- Predictable scaling and upgrade paths
How QUAICU Delivers
QUAICU is an on-prem enterprise AI infrastructure provider delivering sector-specific AI systems as a bundled Hardware + Software stack, deployed entirely within the client's premises.
Delivery Model
Hardware
- Installed on-premise
- Owned by the client
- Installed and maintained by QUAICU
- Replacement under standard warranty
Software
- Licensed under commercial model
- Runs on client-owned infrastructure
- No cloud dependency
- Optional ownership under advanced agreements
Responsibility Matrix
Single-vendor accountability across the entire deployment.
| Area | Responsibility |
|---|---|
| Installation & deployment | QUAICU |
| Ongoing maintenance | QUAICU |
| Hardware ownership | Client |
| Data ownership & custody | Client |
| Hardware failure handling | QUAICU (replacement) |
| Software updates & fixes | QUAICU |
| Cloud dependency | None |
Risk Allocation
This structure aligns with procurement expectations for ERP, core systems, and regulated IT infrastructure.
Engagement Posture
- Pilot-ready
- Design-partner friendly
- On-prem, scope-controlled deployments
- No reliance on third-party hyperscalers
"QUAICU provides fully managed, on-prem AI infrastructure where clients own the hardware and data, and QUAICU remains accountable for deployment, maintenance, and system reliability."
Unified AI Control Plane
At the center of the platform is a unified control plane responsible for managing the full AI lifecycle.
- Policy engine gates every AI operation
- Role-based access control and permissions
- Deterministic audit logging with hash verification
- Model deployment within institutional perimeter
- Zero external API calls during operation
- Real-time governance monitoring and alerts
On-Premise by Design
The QUAICU Platform is engineered for complete on-premise deployment.
- No cloud inference or external processing
- No data transmission to third-party servers
- Air-gapped deployment capability
All data, prompts, intermediate states, and outputs remain within institutional infrastructure.
Hardware-Consistent, GPU-Scaled
The platform operates on a standardized hardware architecture designed for long-term institutional use.
- Dedicated reasoning and inference layers
- High-concurrency execution workers
- High-throughput internal networking
- Centralized monitoring and logging systems
The underlying architecture remains consistent across deployments. Only GPU types and quantities vary.
Built for Long-Term Operations
The QUAICU Platform is designed for institutions that require stability over experimentation.
- Deterministic performance characteristics
- Clear capacity planning models
- Predictable infrastructure expansion
- Multi-year operational continuity
Products Built on the Platform
QUAICU products are implementations of the platform, tailored to specific institutional environments.
Request a Platform Architecture Review
Discuss deployment models, infrastructure requirements, and capacity planning with the QUAICU architecture team.
Request Architecture Review