The Problem VisDrift Solves
Terraform provisioned it. Something else changed it.
Nobody knows what changed.
Provisioning is not operations. The moment infrastructure is deployed, it begins to drift from intent; through manual changes, failed rollouts, competing automation, and shared ownership across teams.
Most tools tell you something broke after it's broken! VisDrift tells you what changed, what it's going to affect, and how to fix it safely, before your next team firefight.
Real-time drift detection, explainable impact analysis, and safe human-controlled or autonomous remediation for platform and SRE teams who can't afford another 2:00AM call. Configuration drift doesn't warn you. VisDrift does.
Key Capabilities
More than just drift detection.
- Drift detection across Kubernetes + IaC
- Live state vs. declared state unification
- Graph-based context and dependency mapping
- Predictive drift forecasting and alerts
- Autonomous repair with pre-execution preview
- Continuous compliance and policy enforcement
- Change history and full audit trail
- SOC2-ready architecture
- SSO & RBAC
- Backstage plugin
- Multi-cloud support: AWS, GCP, Azure
Part of Something Bigger
This is just the beginning.
VisDrift is how you meet VisOS.
VisDrift is the SEE pillar entry point of the VisOS platform, the AI-native OS for modern infrastructure.
Once you can SEE everything, you're ready to SECURE every layer and BUILD with native AI.
Trusted by early enterprise pilots, backed by our partners
Proud member of the NVIDIA Inception Program
We are grateful to NVIDIA for supporting our work building AI-native infrastructure systems.
Proud member of Google for Startups Cloud Program
Thank you to Google Cloud for the cloud credits supporting our cognitive approach to infrastructure drift.