Field demonstration
BAE Systems Arctic Demo
Recorded edge AI field demonstration with BAE Systems in Arctic conditions.
Watch the field demoThe field is part
of the learning loop.
Scaleout helps teams keep AI useful in the field. Operate locally through disrupted connections, adapt models from field observations, and share improvements across the fleet.
Scaleout Edge / Ground Node
Tactical CV Network
Make change actionable.
01
Learn from what changes
Select observations that show where the model needs to improve.
02
Test the next model
Retrain a candidate and evaluate it against deployment requirements.
03
Decide what reaches the field
Review the results and approve an update for deployed devices.
Tactical CV Network brings this workflow into your deployment, combining Scaleout Edge with application models, tools, and integrations.
Local adaptation Fleet learningStart with a local learning loop.
Start with a local learning loop.
Connect the learning across your fleet.
Each site connects observations, retraining, evaluation, and human-approved deployment in a local loop. Federated learning connects those loops to share model improvements while operational data stays local.
Site ALocal learning loopOperational data stays local
Observe
Select useful observations
Run models on devices and select useful observations.
Improve
Evaluate a model update
Retrain a candidate and evaluate it for the deployment.
Deploy
Deploy an approved version
Review the results and approve an update for local devices.
New observations inform the next improvement
Model improvements as connectivity allows
Site BLocal learning loop
ObserveImproveDeploy
SHARED COORDINATION
Fleet learning
Coordinate model improvement across sites through federated learning.
Site CLocal learning loop
ObserveImproveDeploy
Field work & resourcesField experience.
Field experience.
Technical foundations.
See the work in its operating context, then explore the platform and technical documentation behind it.
Programme participation
NATO DIANA Innovator
Selected for NATO DIANA’s programme, with a focus on federated learning in contested environments.
Read the announcement
Pål JonsonSweden’s Minister of DefenceAndreas HellanderCEO ScaleoutRecognition
TechSweden Security Award
Sweden’s 2026 Security Award, recognising Scaleout’s work on sovereign edge AI infrastructure.
Read the announcementScaleout EdgeOperate AI locally.
Explore the platform
Operate AI locally.
Improve continuously.
Learn across the fleet.
Explore the platform Technical resources
| Documentation | Read docs |
| Technical brief | Open brief |
| Domain-specific capabilities | Explore capabilities |
and programmes
Start with your deploymentWhere does your AI
Discuss your deployment Where does your AI
need to adapt?
Bring your application, devices, and operating conditions. Let’s explore how Scaleout fits your deployment.