Evidence-Based Diagnosis
Correlate workload state, Kubernetes events, logs, scheduling signals, resource pressure, and runtime evidence before recommending action.
Multi-Cloud Simulation: AWS • GCP • Azure • OCI
Infrastructure Needs Intelligence.
CrftInfrai is a decision layer for modern cloud systems. Design, simulate, and generate production-grade Terraform with cost clarity before you deploy.
Evaluate architecture trade-offs, compare multi-cloud scenarios, and ship with repeatable patterns without sacrificing engineering ownership.
- Design infrastructure with repeatable, production-ready patterns
- Generate standards-first Terraform aligned to best practices
- Simulate multi-cloud costs with per-resource breakdowns before deployment
- Explain architecture in plain English: components, hotspots, and optimizations
- Auto-generate deployment-ready docs: setup, remote state, and run steps
- Compare AI model and tool costs for LLM, image, speech, and vector planning
Cost simulation
AI reasoning
Deployment docs
AgenticOps Platform
Kubernetes & DevOps Agentic AI Platform
CrftInfrai AgenticOps is not a single chatbot. It is a multi-agent operations platform for Kubernetes, DevOps, SRE, GitOps, platform engineering, cluster upgrades, remediation, approvals, and verified recovery.
It brings detection, diagnosis, remediation planning, governance, GitOps execution, and post-change verification into one controlled operational workflow so teams can automate safely without giving up approval, traceability, or engineering ownership.
Kubernetes OperationsSRE & Incident ResponseGitOpsPlatform EngineeringCluster UpgradesRemediationApproval WorkflowsRecovery Verification
Controlled Operational Workflow
From incident signal to verified recovery.
- 1Detect operational issues
- 2Diagnose root cause
- 3Build a remediation plan
- 4Apply approval and safety gates
- 5Create or execute GitOps changes
- 6Verify workload recovery
Recovery verification happens after the change, using rollout, health, synchronization, and workload signals.
Approval-Gated Remediation
Evaluate risk, confidence, environment, and policy before a remediation is approved or executed.
GitOps-First Change Delivery
Create traceable infrastructure and Kubernetes changes through pull requests, rollback plans, and reviewable execution paths.
Verified Recovery
Observe rollout, health, synchronization, and workload recovery after a change instead of treating PR creation as incident resolution.
Beyond Infrastructure
The Next Category: Engineering Decision Systems
Cloud platforms execute. CI/CD pipelines automate. Infrastructure-as-Code standardizes. Modern engineering organizations need structured judgment before change reaches production.
Change Intelligence
Evaluate architectural impact, policy alignment, and cost exposure introduced by engineering changes before deployment.
Governed Promotion
Introduce structured release gates based on risk signals, cost deltas, and compliance context.
Decision Traceability
Maintain a clear timeline of why a change was approved, what it impacted, and how it aligns with standards.
Infrastructure was the first layer. Cost visibility was the second. Decision systems are the third.
Ready to design or improve your platform?
Discuss your Kubernetes, cloud infrastructure, Terraform, GitOps, reliability, or migration requirements with the CrftInfrai team.