Densify

Start by connecting Densify to your AWS, Azure, GCP, and Kubernetes environments using read-only roles and kubeconfigs. Within minutes, you’ll have a live inventory of namespaces, deployments, and nodes with utilization baselines. Use this view to right-size containers: generate precise CPU and memory requests/limits from real runtime data and open pull requests to your Helm charts or manifests. Validate in staging, promote via your pipeline, and watch cluster packing improve as requests align with reality. If you use autoscaling, tune HPA targets and thresholds to match observed behavior so clusters expand later and contract earlier—without missing SLOs.

For virtualized estates, point Densify at vCenter, Hyper‑V, or XenServer and scan for oversized VMs and underused hosts. Build a consolidation plan with per‑VM recommendations, headroom policies, and maintenance windows. Execute changes automatically or route through change control to adjust vCPU, memory, and storage. Track consolidation ratios, reclaimable resources, and risk indicators on a single dashboard. When performance needs spike, Densify flags hotspots early and proposes safe upsizing so you cut waste while preserving responsiveness for critical apps.

If you manage multiple clouds, centralize visibility and governance in one console. See instance families, utilization, spend, and performance together; get per‑workload instance‑type guidance that reflects throughput, latency, and seasonality. Align with finance by setting budgets and job‑costing tags, then share curated reports or export to BI tools. Create policies for approved regions, SKUs, and sizes; Densify raises tickets or PRs when configurations drift. Real‑time sync ensures that scale events, new deployments, and tag changes are reflected instantly, making audits and chargebacks straightforward.

Automate optimization in your delivery flow. Use the API or native integrations to generate size files at build time for Terraform, Helm, or ARM/Bicep, and let automated deployment roll out the changes. Gate rollouts through ITSM with SLA checks and compliance rules, and require MFA for elevated actions. Collaborate with app owners inside Densify to review recommendations, comment, and approve; every change is versioned for traceability. The outcome: more throughput per cluster and host, smoother scaling, fewer incidents, and lower cloud and infrastructure costs—achieved continuously and with minimal manual effort.