Guided buyer walkthrough

Kubernetes evidence to a safe next step in 90 seconds.

This interactive tour uses an illustrative demo cluster. Explore at your pace or play the timed walkthrough.

0–12 seconds

Start with the cluster outcome

One selected cluster, current evidence freshness, application health and the issues that need attention.

Home Cluster — LiveUpdated 42s ago
Cluster healthNeeds attention4/4 nodes ready
Applications5244 healthy · 8 affected
Optimization12mature opportunities
Recent activity17events in latest report
Criticalcheckout-api has 0 / 3 ready pods
12–27 seconds

See the application, not a pile of objects

KrevoPilot groups the workload and maps evidence-backed links to its pods, Services, configuration, storage and network resources.

Deploymentcheckout-apiCritical · 0/3 ready
Servicecheckout-apiClusterIP
ConfigMapcheckout-configReference missing
Secretcheckout-dbPresent · values hidden
Podcheckout-api-7d9…CreateContainerConfigError
Podcheckout-api-54b…Pending
27–47 seconds

Diagnose from correlated evidence

Krevo AI keeps the verdict, confidence and source evidence together. The operator can inspect each hypothesis without reading a long essay.

Verdict · 97% confidence

Required ConfigMap is missing

checkout-api in shop references checkout-config, which was not found in the accepted cluster snapshot.

Pod stateCreateContainerConfigError
Workload YAMLenvFrom.configMapRef.name = checkout-config
Manifest inventoryNo matching ConfigMap in namespace shop
47–63 seconds

Give a safe, review-first fix

Real application context, the exact field, verification commands and rollback guidance stay one click away. KrevoPilot does not apply the change.

Applicationcheckout-api
Namespaceshop
ResourceDeployment
FieldenvFrom.configMapRef.name
Recommended next step

Create or restore checkout-config, then restart and verify the Deployment.

kubectl get configmap checkout-config -n shop
kubectl rollout status deployment/checkout-api -n shop
63–78 seconds

Recommend only when history supports it

Preliminary workloads stay in learning mode. Mature recommendations show current requests, observed usage, headroom, confidence and estimated savings.

Analysis history7 daysRecommended confidence
Mature opportunities1231 still learning
Estimated savings€278/moconfigured rates
payments-workerproduction · Deployment
Current CPU request500m
P95 / peak72m / 118m
Recommended150m
Post-change tracking starts a new baseline when the resource configuration changes.
78–90 seconds

Control access and expose the evidence

OIDC, roles, teams, cluster assignment and audit attribution support customer governance. Buyers can inspect the controls before a pilot.

OIDCCompany sign-inAllowed domains
RoleOperatorReview-first access
TeamPayments2 assigned clusters
AuditAttributedActor + action
Ready for technical review?Benchmark · security architecture · exact RBAC
Open trust package →

Illustrative demo data. Product behavior and control descriptions correspond to the published trust package; numerical demo values are not customer outcomes.