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Platform/04 · Optimize

Infra that
tunes itself.

Right-sizing, idle-environment reaping, spot-aware scheduling, commitment forecasting - executed automatically and explained in plain English.

~30 %
typical savings
24/7
auto right-sizing
1 view
coming: unified cost
0
rebuilds required
Why this layer exists

The cloud bill
writes itself.

Requests set to "whatever worked on a laptop." Preview environments still running from last quarter. On-demand nodes where spot would do.

01

Requests are lies

Teams set CPU and memory requests once, at midnight, before the demo. They are never revisited. Qovery measures real usage and proposes the correct request.

02

Idle is the default

Preview env for a PR merged in February. A staging cluster left running over the holidays. Qovery finds them and asks before it retires them.

03

Spot and commitments are unused

Sixty percent of workloads are fine on spot. Most teams never migrate them. Qovery tags the safe candidates.

What Optimize gives you

Savings,
on autopilot.

Six capabilities that take the FinOps mandate off your slowest engineer and bake it into every deploy.

01Workload right-sizing

Weekly recommendations per service, based on p95 and p99 of real usage. Apply as a single PR.

02Idle-environment sweeper

Preview envs, dev clusters, forgotten tenants - detected, notified to owner, retired on a schedule.

03Spot-aware scheduling

Classify workloads by interruption-tolerance. Qovery migrates the safe ones onto spot pools.

04Commitment forecasting

Projected spend per account, per cluster, per team. Recommends Savings Plans with expected net savings.

05Environment-class budgets

Dev, staging, prod - each with a monthly ceiling. Breaches open a PR, not an invoice shock.

06Unified cost viewSOON

Coming - one pane across AWS, GCP, Azure and managed services.

AI Agentic Layer

The agent
makes it cheaper.

It reads real usage, writes the PR, explains the trade-off, and only merges once you approve.

$ Cut staging spend by 30 % without touching prod or breaking anyone's preview env.
Scan 47 staging workloads · 28 over-provisioned (p99 < 40 % of request)
Identify 12 idle preview envs (no traffic 14+ days) · owners notified
Propose node-group shift: staging-on-demand → staging-spot (evict-OK)
Projected monthly savings: $4,128 (31 %) · risk score: LOW
Open PR · changes: 28 request updates, 1 node-group, 12 env retirements
FIND

Finds the fat

Every week, the agent produces a ranked list of the top savings opportunities.

EXPLAIN

Explains the trade-off

Why is this safe? What breaks if it is wrong? The agent answers before you click merge.

REVERT

Reverts cleanly

Every optimization is a PR. Every PR has a rollback. A bad call costs you a redeploy, not a weekend.

"We cut our AWS bill by 34 % in one quarter. Not by renegotiating - by right-sizing what we were actually using."
Naomi Okafor, Director of Platform · Nextools

Stop paying
for idle.

Connect your cloud billing and a staging cluster. Get a ranked list of savings - with expected dollars and risk scores - in under a day.