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Key Variables

For the first year, you'll be saving

$298,920
$128,750 in Cloud Cost Reduction
$72,670 in Engineer Time Saved
$55,000 in SLA & Downtime Improvements

Your Kedify Savings Summary

Area: Annual Savings:
Cloud Cost Reduction $128,750
Engineer Time Saved $72,670
Better Metrics Resolution $36,500
Cluster Setup Efficiency $6,000
SLA Improvement $55,000
Total Annual ROI $298,920

Your Report Details

Your Evolving Infrastructure

Next year, your infrastructure will be 20% larger.

Based on your current growth in cluster count, nodes per cluster, and workload variability, we estimate a significant increase in demand for dynamic compute resources.

  • Your current infrastructure is overprovisioned by ~49%, which aligns with averages we see across companies with similar profiles.
  • Your event-driven traffic will likely grow by 58%, requiring far more granular and responsive scaling.

Autoscaling Cost Optimization

You could save $128,750 annually.

Based on your average node size and usage profile, Kedify's intelligent autoscaling reduces idle compute by 30–50% — especially in event-driven and HTTP-heavy workloads.

  • Savings from scale-to-zero: $25,670
  • Savings from right-sized nodes and vertical autoscaling: $39,667
  • Reduced downtime and overprovisioning: $51,255

Onboarding New Clusters Faster

You'll onboard 3 new clusters this year.

With Kedify, new Kubernetes environments can be autoscaling-ready within 1 hour via our self-serve agent and Dashboard setup.

  • Time saved per cluster setup: ~5–10 hours
  • Infrastructure setup savings: $6,000

Infrastructure Team Efficiency

You're currently spending ~7 hours/week manually tuning scaling policies or responding to incidents.

Kedify reduces engineering toil by automating those workflows.

  • Estimated engineering hours saved: 1,398 hrs/week
  • Annual team capacity unlocked: $72,670
  • Enables lean teams to operate like enterprise infra orgs

Cold Start & SLA Risk Reduction

Avoid cold starts on customer-facing workloads.

Kedify's real-time, event-aware autoscaling (e.g., HTTP, GPU, Kafka) ensures no delay in ramp-up during traffic spikes.

  • SLA incident prevention value: $55,000
  • Reduced customer impact and reputational risk

Cloud Observability + Metrics-Driven Decisions

With Prometheus, Datadog, or OpenTelemetry, Kedify integrates directly for smarter scale triggers.

Our agent pulls signals in real time to avoid lag, helping you maintain performance and efficiency.

  • Value from better metric resolution: $36,500
  • Improved scaling precision = lower cloud bills

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