Revolutionising SaaS operations
Scaling SaaS efficiently requires more than automation, it requires intelligence.
Foundations
SaaS should scale without human bottlenecks
Traditional SaaS platforms are still built around manual operations, requiring engineers to handle provisioning, upgrades, and billing one customer at a time.
Human workflows delay onboarding and limit responsiveness
Manual billing creates discrepancies and missed usage
Infrastructure is over-provisioned to compensate for delays
Support teams escalate simple provisioning errors
Growth is constrained by operations, not demand
CobraSphere eliminates these friction points by designing operations that adapt and respond on their own.
Our approach
Intelligent automation across the entire SaaS lifecycle
We built a control plane that automates provisioning, usage metering, policy enforcement, and environment scaling without requiring human orchestration.
Tenants are provisioned instantly, with secure defaults applied
Usage metrics are collected continuously and billed in real time
Infrastructure scales up or down based on demand prediction
Environments span AWS, Hetzner, and on-prem K8s, managed centrally
This allows CobraSphere to manage multi-tenant SaaS environments with greater precision, fewer delays, and zero manual effort.
Real-world outcomes
How autonomous SaaS operations perform at scale
Zero-touch onboarding
Tenants are created and provisioned without engineering tickets complete with access, policies, and observability.
Real-time billing
Usage is captured at the source and synchronised across systems, ensuring accurate cost recovery and transparency.
Predictive resource scaling
ML models anticipate usage surges, so workloads are scaled before they reach performance limits.
Unified multi-cloud control
AWS, Hetzner, and on-prem deployments are treated as a single fabric operated with the same rules and outcomes.
The architecture
Designed for dynamic, policy-driven multi-tenancy
The SaaS Control Plane integrates into existing cloud and on-prem stacks, managing environments based on policies and telemetry, not static configs.
Supports multi-tenant Kubernetes and hybrid environments
Agentless or lightweight agents per runtime
Live sync with billing, provisioning, and support layers
Integrated policy enforcement across services and identity
Real-time feedback loop from usage into resource scaling
It provides full control without needing custom scripts, scheduled jobs, or manual escalations.
What’s next
See how autonomous SaaS ops would work in your setup
We’ll show how CobraSphere aligns to your SaaS delivery model, whether you're scaling a product or modernising operations.