Cloud & Infrastructure
Self-evolving infrastructure driven by Wardley mapping, not reactive ops
Traditional Approach
Cloud migrations deliver infrastructure that still requires constant manual intervention. Monitoring is fragmented across tools. Scaling is reactive. Teams spend more time managing infrastructure than building value.
- Manual monitoring across fragmented tools
- Reactive scaling after incidents
- Cloud migration projects that deliver legacy in the cloud
- Ops teams fighting fires
- No view of infrastructure evolution trajectory
x2machines Approach
The x2machines Platform & Observability bounded context uses automated fitness functions and Wardley mapping to continuously optimize infrastructure — proactively, not reactively. Agents monitor, scale, and evolve the platform without human intervention.
- Unified fitness function dashboard with agent alerting
- Predictive scaling via Wardley evolution models
- Agent-native infrastructure from day one
- Agents handle routine ops; humans handle strategy
- Wardley maps updated continuously by observability agents
99.9%
Agent-managed uptime
60%
Reduction in ops toil
Proactive
Scaling model
Real-time
Wardley evolution tracking