Service Quality Protected. Cloud Costs Under Control.
Predict SLO impact before production, right-size from live usage data, and apply the lowest-cost compliant action.
| Deployment | Namespace | SLO Target | Status | 24h Trend | Cost | Savings | |
|---|---|---|---|---|---|---|---|
| checkout-api | payments | p95<100ms | 98.2% | €420 | -30% | ||
| payment-processor | payments | p99<200ms | 99.1% | €380 | -33% | ||
| inventory-sync | warehouse | p95<500ms | 99.8% | €190 | — | ||
| user-auth | identity | p95<150ms | 94.2% | €210 | +21% | ||
| recommendation-ml | recommender | p95<300ms | 97.5% | €890 | -30% | ||
| order-service | orders | p99<250ms | 99.4% | €340 | -30% |
Why Current Tools Fall Short
Most infrastructure tooling handles one dimension — scaling, observability, or cost — without connecting them to service quality.
Autoscalers
What They Do
React to CPU and memory thresholds — scale replicas or resize pods when limits are breached.
What's Missing
No SLO awareness — scales without knowing if service quality is actually affected.
Observability Platforms
What They Do
Collect metrics, traces, and logs. Surface anomalies and trigger alerts after the fact.
What's Missing
Tells you what happened — not what to do next or what tradeoff to make.
Cost Reporting Tools
What They Do
Attribute cloud spend to teams and workloads. Flag idle or over-provisioned resources.
What's Missing
Reports waste but can't act on it — no link between savings and service risk.
SLOpilot
What It Does
Predicts SLO impact before production and governs execution from the same control plane. One 14-day observation delivers rightsizing recommendations, SLO compliance baselines, and the predictive models that power scenario planning.
What It Delivers
Rightsizing, compliance baselines, and What-If scenario planning from one observation period. Pre-change impact prediction for every infrastructure action. Complete audit trail for every decision.
SLOpilot closes the loop — one observation delivers rightsizing, compliance baselines, and the only What-If Engine that predicts SLO impact before production.
From Read-Only Audit to Continuous SLO Control
From infrastructure rightsizing to SLO-governed optimization — SLOpilot tracks, simulates, and acts continuously.
Observe
SLOpilot connects to your cluster in read-only mode and analyzes workload behavior for 14 days. The output: 1) confidence-rated rightsizing recommendations for every workload; 2) SLO compliance baselines; 3) predictive models that back the What-If Engine.
See Rightsizing RecommendationsExplore
The What-If Engine simulates traffic spikes, resource changes, and SLO boundary conditions — previewing impact on your latency and throughput targets before production. Requires declared SLO targets.
Try the What-If EngineExecute
Choose Manual Approval or Auto-Apply for each namespace. SLOpilot continuously selects the lowest-cost infrastructure action that keeps every service within its declared SLO.
Learn about execution modesBuilt for Your Role
Engineering, finance, and compliance teams share one data layer. Each gets the view that matters most.
Platform Engineering & SRE
Platform Engineers, SRE Leads, Infrastructure Teams
SLO-aligned infrastructure control — automated, explainable, and continuously validated.
- SLOpilot continuously steers CPU, memory, and replicas to maintain declared SLOs
- Scope changes by namespace or service — control the blast radius
- Every action justified by SLO impact analysis, not heuristics
- Rightsizing, compliance baselines, and scenario planning from one 14-day observation — governed optimization follows continuously
Engineering Leadership & FinOps
CTO, VP Engineering, FinOps Manager
SLO compliance that delivers cost efficiency — every tradeoff quantified before execution.
- Maintain SLO compliance through cost-optimized infrastructure decisions
- Cost visibility from the first observation: rightsizing savings, compliance baselines, and cost-impact prediction before any infrastructure change
- Bridge engineering SLO data and finance cost reporting in one view
Compliance & Resilience
CISO, Head of IT Risk, Compliance Officer
Every optimization decision documented. Audit-native evidence from the same control loop.
- Full decision record: what changed, what SLO impact was predicted, and with what confidence
- Simulate infrastructure changes against SLO targets before any production action
- Export audit-ready compliance evidence — structured decision records for any framework
See Your SLO–Cost Tradeoffs in 14 Days — Risk-Free
Install via Helm in read-only mode. SLOpilot tracks your services and delivers a full audit — SLO compliance risks, cost-reduction opportunities, and structured evidence. No production changes. No commitment.
Fast Setup
Install via Helm in minutes. No config needed.
Zero Risk
Read-only permissions. No production changes.
Full SLO Audit
SLO risks, savings, and exportable evidence.
Frequently Asked Questions
Still have questions? We're here to help.