Technology
Redsand delivers an appliance you can build on, not just rent.
The Redsand Agentic Appliance is delivered as a single, integrated system. It combines purpose built hardware, a software control layer and curated AI agents, all designed to operate together over time.
Each layer is tightly integrated, but independently managed, allowing the appliance to remain stable, secure and adaptable as requirements evolve.
Core Components of the Redsand Agentic Appliance
Hardware
Software
AI Frameworks
Security
Layer
COMPONENT
FUNCTION
Hardware
RedBox Appliance Series
Purpose built compute appliances designed for continuous operation. Engineered to run AI agents close to where systems and decisions exist.
Software
Orchestration Layer and R-AIMTM
A central control layer that manages deployment, operation and lifecycle of the appliance. Provides visibility, policy control and system health management.
AI Agents
Open-Source Model Support
Supports curated AI agents built on widely used frameworks. Agents are selected and configured to match each use case and operate securely within the appliance.
Security
End-to-End Encryption
Encryption, access control and optional air gapped operation. Customer data remains within customer controlled environments at all times. Redsand does not access your data.
Your Stack. Your Way.
Standard Appliance
A ready-to-run Redsand appliance designed for specific agent use cases such as voice, documents or vision.
Delivered and operated by Redsand as a managed service, with hardware, software and agents pre-configured as a single system.
Ideal for teams that want fast deployment with a proven, production-ready setup.
Custom Appliance
A Redsand appliance operated by Redsand as a managed service, configured to integrate with selected customer systems, tools and workflows.
Appliance layers are adapted to fit existing technology standards while retaining the same Redsand foundation.
Designed for organisations with established platforms or deeper integration requirements.
Both options support:
Deployment at the edge, on campus or on-site.
Private or hybrid cloud interconnect where required.
Optional R-AIMTM network layer for managing distributed appliances across multiple locations.
RedBox Standard Appliances (Examples)
RedBox Voice
RedBox Docs
RedBox Vision
Use Case
Real-time voice agents and conversational systems
Document and knowledge agents
Vision and perception agents
Product Characteristics
Tuned for low-latency interaction and continuous audio processing
Tuned for high-volume document processing and concurrent agent execution
Tuned for high-density visual inference and perception workloads
Ideal For
Compact edge deployments, pilot programs, AI PoCs
Specs Snapshot
8 × NVIDIA L40S or equivalent
Ideal For
Multi-model inference, enterprise hubs, campus edge
Specs Snapshot
64 × NVIDIA H100 SXM or equivalent
Ideal For
National AI infrastructure, sovereign clouds, compute-intensive mesh orchestration
Specs Snapshot
360 × NVIDIA H100 SXM or equivalent
All RedBox Standard Appliances include:
Pre-configured agentic systems for common enterprise AI workloads.
Delivered as self-contained appliances and operated by Redsand as a managed service.
Configured around defined agent workloads for consistent behaviour.
Support for multiple agents within or across appliances.
Managed through R-AIMTM, enabling lifecycle control and optional private interconnection.
Built for long-term operation in enterprise, edge, and secure environments.
In practice, Redsand builds a configuration within a defined product boundary to match the use case, scale and integration needs of the customer.
Built to Scale by Design
Distributed agents across multiple locations
Support for air gapped or hybrid environments
Policy based deployment and live system monitoring
Real time visibility and control over performance and telemetry
Security & Sovereignty
The Redsand agentic AI appliance is built for environments where control, trust and accountability are essential.
Secure by design with encryption in transit and at rest, secure boot and full disk protection
Role based access controls integrated with enterprise identity systems
Support for air gapped appliance deployments in regulated and national environments
Redsand does not process or store customer data
How You Deploy with Redsand
From first use case to scaled deployment.
