Tech · AI Inference Engine
Real-Time Defence AI at the Tactical Edge
The Sthenos AI Inference Engine is the cognitive core of Europe’s sovereign defence AI platform, transforming multi-domain sensor data into decision-ready intelligence, from command centre to contested edge.
— Overview
Purpose-Built for Defence-Grade AI Workloads.
Conventional inference frameworks are optimised for commercial cloud environments. The Sthenos AI Inference Engine is engineered from the ground up for the realities of modern conflict. Contested networks. Denied environments. Hardened platforms. Zero tolerance for latency or compromise.
Our inference runtime executes identically across cloud, on-premise command centres, mobile tactical nodes, and unmanned platforms, preserving trusted model behaviour from headquarters to the forward edge.
Air-gapped deployment.
Training, inference and updates run entirely inside your perimeter, on systems with no external route out of the operational environment.
Many sources,
one operational picture.
Acoustic, sensor and signal streams arrive as discrete, unrelated inputs. The engine correlates them at ingest, resolving twelve or more modalities into a single fused representation before a model ever runs — so every layer above it reasons over one operational picture rather than a dozen partial ones.
— Capabilities
Core Capabilities of the Sthenos Inference Engine.
Six engineered pillars that turn raw sensor data into operational advantage across the full spectrum of multi-domain operations.
— Engineering Principles
Engineered for Contested Operations.
Designed to degrade gracefully, never catastrophically, under EW, jamming and intermittent connectivity.
Data sovereignty
On-premise environments
All development and deployment environments are on-premise, ensuring full control, confidentiality and operational continuity.
Compute
Dedicated GPU clusters
Built for AI model training, fine-tuning and real-time inference on mission-critical workloads.
Multi-domain
Air, land, sea, cyber, space
Decision support across domains, from tactical edge to command environments.
Architecture
Security by design
Private-cloud confidentiality with the agility of public infrastructure, and complete data control.
— Sthenos Platform Integration
Integrated Across the Sthenos AI Platform.
The Inference Engine never operates in isolation. It is the connective intelligence layer of the wider Sthenos defence AI ecosystem.
01.
Data Fabric
Receives curated training and operational data streams
02.
MLOps & Model Governance
Executes models under continuous lifecycle management
03.
Command & Control Interfaces
Feeds inference outputs into C2 and decision support modules
04.
Trust, Safety & Compliance
Operates under enforced policy and ethical AI guardrails
— Intelligence
Defense Architecture Principles.
Built on a unified intelligence architecture, the Sthenos platform connects data, models, and applications into one continuous operational system, engineered around six foundational principles.
01
Interoperable by design
02
Secure by default
03
Multi-domain at the core
04
Composable and scalable
05
Traceable and evidence-driven
06
Human-controlled execution