Intelligent systems are never truly finished.
AI systems require monitoring, model updates, changing business rules, integration maintenance, evaluation and optimisation. Arvanord Ops keeps production systems alive — and improving.
- Monitoring
- Model updates
- System changes
- New business rules
- Integration maintenance
- Evaluation
- Knowledge updates
- Employee requests
- Optimisation
Three levels of ongoing operation.
Start where the system needs it. Every plan is a starting point, scoped to the systems under management.
Maintain
Your systems stay healthy.
Starting point · scoped per system portfolio
- System monitoring
- Bug fixes
- Model updates
- Minor changes
- Integration maintenance
- Monthly review
Evolve
Your systems keep improving.
Starting point · scoped per system portfolio
- Everything in Maintain
- New workflow improvements
- Optimisation
- Evaluation improvements
- Additional integrations
- Monthly development allocation
AI Department
An external AI engineering department.
Starting point · scoped per system portfolio
- Architecture
- New systems
- Experimentation
- Employee support
- Workflow design
- AI strategy
- Continuous development
- System governance
- Monitoring
All plans are monthly, starting prices, in your selected currency. Localised pricing is configured per market, not FX-converted.
An external AI engineering department.
For organisations where AI is becoming core infrastructure, the AI Department plan replaces project thinking with departmental thinking: architecture, new systems, experimentation, employee support, workflow design, strategy, governance and monitoring.
Monthly priorities are set with you. Engineering decisions are documented. Governance and monitoring are part of the engagement, not an add-on.
About managed systems.
Do I have to take Arvanord Ops?
No. Systems are handed over documented and complete. Ops is for organisations that want the system continuously monitored, updated and improved by the team that built it.
What happens without Ops?
The system keeps running. What stops is the evolution: models age, business rules change, integrations move. Ops exists because intelligent systems are never truly finished.
Can we start Ops later?
Yes. Many clients run a system for a period, then move to Ops when they want continuous development or when the system becomes business-critical.
How is the monthly allocation used?
A standing allocation of engineering time, used for improvements, new workflows, additional integrations and evaluation work — prioritised with you each month.