Skip to content
Changefy Research — State of Governed AI Operations 2026Read it
Changefy

SOLUTIONS

Cloud Operations

Operate cloud infrastructure without stitching together dashboards, scripts, and runbooks.

Changefy can investigate and perform operational work across Azure, AWS, GCP, and hybrid environments while keeping humans in control of production changes.

Book a demo →See the product

Cloud troubleshooting

  • Investigate unhealthy cloud resources
  • Diagnose application connectivity problems
  • Troubleshoot failed deployments
  • Investigate VM performance issues
  • Diagnose networking and routing failures
  • Troubleshoot DNS issues
  • Investigate load balancer health
  • Diagnose cloud firewall problems
  • Investigate storage connectivity
  • Trace failures across multiple cloud services
  • Investigate IAM and permissions errors
  • Diagnose service-to-service authentication problems
  • Correlate logs, metrics, and infrastructure state
  • Identify likely root causes
  • Determine affected resources and blast radius

Compute

  • Resize virtual machines
  • Change CPU or memory allocations
  • Start, stop, and restart instances
  • Repair unhealthy instances
  • Replace failed instances
  • Update instance configuration
  • Modify autoscaling policies
  • Investigate unexpected compute utilization
  • Identify underutilized resources
  • Perform controlled maintenance
  • Validate resource health after changes

Networking

  • Create or modify firewall rules
  • Update security groups
  • Modify routing tables
  • Troubleshoot VPC and VNet connectivity
  • Diagnose VPN failures
  • Investigate BGP routing
  • Update NAT configuration
  • Troubleshoot private endpoints
  • Diagnose DNS resolution
  • Validate network reachability
  • Investigate load-balancing problems
  • Check connectivity between cloud environments
  • Validate network changes after execution

Storage

  • Expand disks
  • Increase storage capacity
  • Troubleshoot attached storage
  • Diagnose storage performance
  • Modify storage configuration
  • Investigate replication problems
  • Validate backups
  • Check storage health
  • Investigate failed snapshots
  • Verify storage changes

Identity and access

  • Diagnose access failures
  • Update service account permissions
  • Modify cloud IAM roles
  • Investigate privilege problems
  • Restore missing permissions
  • Identify excessive permissions
  • Validate access after changes
  • Troubleshoot managed identities
  • Investigate application authentication failures

Observability

  • Diagnose missing logs
  • Repair logging pipelines
  • Configure cloud log exports
  • Investigate missing metrics
  • Restore monitoring integrations
  • Update alerting configuration
  • Troubleshoot telemetry pipelines
  • Verify logs are reaching SIEM platforms
  • Diagnose broken collectors or agents
  • Validate telemetry after remediation

Cost and capacity

  • Investigate unexpected cloud spend
  • Identify idle infrastructure
  • Analyze resource utilization
  • Recommend rightsizing opportunities
  • Identify oversized resources
  • Investigate capacity constraints
  • Recommend scaling changes
  • Validate capacity before planned workloads

EXAMPLE REQUESTS

  • “Why aren't our GCP logs reaching Microsoft Sentinel?”
  • “Increase this VM from 8 GB to 16 GB RAM during tonight's maintenance window.”
  • “Why can't this Azure Function reach our SQL private endpoint?”
  • “Patch this fleet of session hosts in staged batches — dev a week ahead of production — without dropping below 50% capacity.”

ONE OPERATING MODEL ACROSS EVERY SOLUTION

Every solution runs on the same governed loop.

  1. InvestigateChangefy connects to the systems involved and gathers the information required to understand the request or incident.
  2. DiagnoseIt correlates infrastructure state, telemetry, configuration, and recent changes to determine the likely root cause.
  3. PlanChangefy produces a clear execution plan: actions, affected resources, risk, blast radius, dependencies, rollback, maintenance requirements, and verification checks.
  4. ReviewHumans remain in control. Teams can approve, request changes, reject, require peer review, restrict execution scope, or enforce organizational policy.
  5. ExecuteOnce authorized, Changefy performs the approved actions using connected systems and controlled execution runners.
  6. VerifyChangefy checks whether the requested outcome actually occurred. It does not assume success because an API returned 200.
  7. AuditEvery investigation, plan, approval, action, and verification result is retained as evidence.

AI proposes. Humans authorize.
Changefy executes. The system proves the result.