The operational model for On-Premise AI can vary depending on your requirements and resources. Most companies choose a Managed Service model with full remote maintenance, while others prefer Co-Management or Self-Service.

Operational model options

1. Managed Service (Fully managed)

What’s included:

  • Full remote maintenance and monitoring
  • Software updates and security patches
  • Proactive monitoring and problem detection
  • Technical support
  • Backup and disaster recovery

Your responsibility:

  • Hardware provision (or leasing)
  • Power supply and cooling
  • Network connection

Advantages:

  • Minimal internal resources required
  • Professional maintenance without in-house expertise
  • Fast response times for problems
  • Focus on business applications instead of IT administration

Ideal for:

  • Companies without a dedicated IT team
  • Companies that want to focus on business applications
  • Regulated industries with compliance requirements

2. Co-Management (Shared management)

Shared responsibility:

  • External: Maintenance, updates, monitoring
  • Internal: Day-to-day administration, configuration, user management

Flexible split:

  • You decide which tasks are internal/external
  • Adaptable to your resources and requirements

Advantages:

  • Balance between control and support
  • Learn the system
  • Flexibility in task distribution

Ideal for:

  • Companies with IT team but limited AI expertise
  • Companies that want to take on more responsibility gradually
  • Companies with specific requirements

3. Self-Service (Self-managed)

Your responsibility:

  • Full administration
  • Maintenance and updates
  • Monitoring and support

External support:

  • Initial installation and configuration
  • Training and documentation
  • Optional: Support on demand

Advantages:

  • Maximum control
  • Lower ongoing costs
  • Full customisability

Ideal for:

  • Companies with strong IT team
  • Companies with specific requirements
  • Companies with existing AI expertise

Typical operational model: Managed Service

What’s included in the monthly maintenance?

24/7 remote monitoring:

  • System monitoring (Prometheus, Grafana)
  • Performance metrics
  • Automatic alerts

Remote maintenance:

  • Software updates
  • Security patches
  • Configuration adjustments
  • Troubleshooting

Remote support:

  • Technical support via email/phone
  • VPN-secured access to dashboards
  • Remote logging and analysis

Backup and disaster recovery:

  • Regular backups
  • Disaster recovery tests
  • Data backup

Your responsibility

Hardware:

  • Hardware provision (purchase or leasing)
  • Physical installation (or by us)

Infrastructure:

  • Power supply
  • Cooling (if required)
  • Network connection

Business applications:

  • User management
  • Integration into existing systems
  • Application development

Operational model comparison

AspectManaged ServiceCo-ManagementSelf-Service
MaintenanceFully externalSharedInternal
Monitoring24/7 externalSharedInternal
SupportIncluded in maintenancePartialOptional
CostsHigher (maintenance)MediumLower
ControlExternally managedSharedFully internal
ResourcesMinimal internalPartially internalFully internal

Recommendation by company size

Small companies (<20 employees)

Recommended: Managed Service

  • Minimal internal IT resources
  • Focus on business applications
  • Professional maintenance without in-house expertise

Mid-size companies (20–100 employees)

Recommended: Managed Service or Co-Management

  • Depends on IT resources
  • Managed Service for business focus
  • Co-Management for gradual learning

Large companies (100+ employees)

Recommended: Co-Management or Self-Service

  • Stronger IT team available
  • More control desired
  • Specific requirements

Migration between models

Flexibility

You can switch between models:

  • Start with Managed Service
  • Gradually move to Co-Management
  • Eventually to Self-Service

Adaptation to needs:

  • Model can be adapted to growing requirements
  • Flexibility in task distribution

Next steps

Would you like to know more about operational model options?


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