Detect early
Health signals from every node, container and endpoint, evaluated continuously.
Platform · Self-Healing Orchestration
Infrastructure that heals itself.
Continuous health checks, automatic rescheduling and safe rollbacks keep your workloads running through hardware faults, bad deploys and regional incidents, often before anyone is paged.
$600 in launch credit + 20M free inference tokens. No commitment.
Engineered for
- 13 global regions
- CPU & GPU compute
- Self-healing orchestration
- Zero-trust security
- OpenAI-compatible API
- Sovereign & air-gapped options
Self-Healing Orchestration
Why teams choose it.
Continuous health checks, automatic rescheduling and safe rollbacks that keep workloads running.
Recover automatically
Failed workloads reschedule onto healthy capacity with a sub-60s failover target.
Deploy safely
Progressive rollouts with automatic rollback when health degrades.
Capabilities
Resilience, engineered in at every layer.
Every capability is available through the dashboard, the API and the AI ops copilot.
Continuous health checks
Liveness, readiness, CPU and GPU health and latency signals are evaluated around the clock, so problems are caught at the first sign of trouble.
Node auto-replacement
Degraded hosts, CPU instances and GPUs are drained and replaced without manual tickets.
Progressive delivery
Canary and blue-green rollouts with automatic rollback.
Checkpoint and resume
Long-running jobs resume from their latest checkpoint after a fault.
Regional failover
Workloads move across regions when an entire region degrades.
Every action explained
Each automatic action is recorded in the audit log and summarized in plain language by the AI ops copilot.
- Failover target
- <60s
- Availability SLA target
- 99.99%
- Automated detection
- 24/7
- Actions audit-logged
- 100%
Figures describe platform capabilities and service-level targets. Contracted commitments are set out in our Service Level Agreement.
Global cloud fabric
Self-Healing Orchestration, everywhere you operate.
Available across 13 regions on six continents, connected by a private, encrypted fabric with automatic failover and per-region data residency.
- US East · Ashburn
- US West · Hillsboro
- Canada Central · Montréal
- South America · São Paulo
- EU West · Dublin
- EU Central · Frankfurt
- EU North · Stockholm
- Middle East · Dubai
- Africa South · Johannesburg
- Asia South · Mumbai
- Asia Southeast · Singapore
- Asia Northeast · Tokyo
- Australia East · Sydney
Use cases
What teams build with Self-Healing Orchestration.
Starting points that deliver value in days.
Fault-tolerant training
Multi-day training runs that survive hardware failures.
Always-on inference
Endpoints that stay up through node and zone failures.
Safer releases
Ship more often with automatic rollback on regressions.
Fewer pages
Let automation handle routine failures so on-call can sleep.
Zero-downtime maintenance
Patch and upgrade without taking services offline.
Disaster recovery
Regional failover that is tested continuously, not annually.
Security & compliance
Secure at every layer.
Zero-trust access, encryption everywhere and immutable audit trails are standard on every product, on every plan.
- Every automated action is authorized by policy and recorded in an immutable audit trail.
- Encryption at rest and in transit, with customer-managed keys available.
- SSO, role-based access control and scoped API keys.
- Your data is never used to train shared models.
- Built to align with SOC 2, ISO 27001, HIPAA and FedRAMP-moderate control frameworks.
Zero-trust by default
Every request authenticated, authorised and encrypted.
Built to align with control frameworks
- SOC 2
- ISO 27001
- HIPAA
- GDPR
- FedRAMP Moderate
- PCI DSS
AES-256
at rest
TLS 1.3
in transit
Immutable
audit trail
FAQ
Frequently asked questions
Straight answers from the team that runs the fabric. Still curious? Our architects reply fast.
What does self-healing cover?
Node, CPU, GPU, container, endpoint and regional failures, plus unhealthy deployments that trip your health checks.
Will my job restart from scratch?
No. Jobs that write checkpoints resume from the latest one on healthy capacity.
Can I control what is automated?
Yes. Policies let you choose which actions run automatically and which require approval.
How will I know what happened?
You receive notifications, a full audit trail and a plain-language incident summary from the AI ops copilot.
Stop firefighting. Start building.
Start with $600 in launch credit and 20M free inference tokens, double the typical big-cloud free trial. No commitment, live in minutes.
Double the typical big-cloud free trial · Per-second metering · Live in minutes