AI drafts, humans decide
AI is fast at scanning and generating options. Humans are better at judgment, context, and trade-offs. We keep each in its lane, and a named senior engineer signs off before anything reaches you.
Intelligence
AI built into every layer of delivery.
Not a chatbot. Not a wrapper. Purpose-built AI agents that audit infrastructure, optimize cost, triage incidents, and diagnose pipelines, with a senior engineer reviewing every output before it reaches you.
4hTime to first findings
30–40%Addressable cloud waste
0Autonomous production changes
100%Human-reviewed output
The Agents
Six agents. One rule: humans decide.
Each agent is scoped to a real infrastructure workflow. It reads your cloud APIs, Terraform state, and logs, then drafts. A named senior engineer reviews and signs off before anything reaches you.
Infrastructure Audit
Cloud audits in hours, not weeks
Scans your AWS, Azure, or GCP accounts for misconfigurations, security gaps, and cost waste, with IaC fixes drafted for review.
Infrastructure audits Cost OptimizationSpend analysis that finds real money
Identifies idle resources, oversized instances, and reservation gaps. First scans typically surface 30–40% addressable waste, with specific instance IDs and actions.
Cost optimization Incident & Alert TriageTriage that cuts MTTR
Reads alerts, logs, and recent deployments to surface the likely cause and draft a runbook. Your on-call engineer gets a starting point, not a wall of noise.
24×7 managed support Security & ComplianceAudit-ready before the auditor
Scans against SOC 2, HIPAA, PCI DSS, and CIS benchmarks, flagging non-compliant resources with specific remediation steps mapped to your framework.
Compliance audits Pipeline Intelligence · NaoruFailed builds, explained
Reads failed build logs and your diff, identifies the root cause, and posts a fix suggestion on the PR. One comment, auto-updated. Never breaks your pipeline.
Naoru Cluster HealthWhat dashboards miss
Reviews EKS, AKS, and GKE clusters for misconfigurations, resource limits, RBAC gaps, pod security issues, and unused workloads across namespaces.
KubernetesHow We Think About AI
Three principles that don't change.
Your data stays yours
We use commercial LLM APIs under data-processing agreements that prohibit training on your data. Nothing leaves your environment without explicit permission, and what flows where is documented.
Purpose-built, not general
These agents are built for infrastructure and DevOps. They don't answer general questions, they read Terraform state files, cloud APIs, and build logs. The difference is specificity and accuracy.
Getting Started
From first call to findings, in days.
A free 30-minute call where a senior engineer reviews your setup. If there's a fit, we run an AI-assisted scan and deliver prioritized findings within days. You decide what happens next, no ongoing commitment.
Book an assessmentFAQs
Questions, Answered.
How is this different from ChatGPT?
ChatGPT is general-purpose. Our agents connect to your actual cloud APIs, read your Terraform state files, and are scoped to infrastructure workflows. The difference is specificity and accuracy, not a chat window.
Do you train on our data?
No. We use commercial APIs with agreements that prohibit training on your data. Nothing leaves your environment without explicit permission, and exactly what flows where is documented.
Will the AI ever be wrong?
Sometimes. That's why every output goes through senior-engineer review. False positives get filtered, edge cases get context. The safety net is always a person, not another layer of automation.
Can we try it once, without a long commitment?
Yes. The Cloud Infrastructure Assessment is exactly that, one bounded scan, one set of findings, no ongoing commitment. Most clients expand scope after seeing the first results.
Does it work with legacy infrastructure?
Yes. Most clients have a mix of modern and legacy. Legacy resources that predate infrastructure-as-code are often exactly where the biggest waste and risk live.
Goes Deeper
Looking for the operations service?
These agents power our Intelligent Operations practice, AI-assisted audits, cost, reliability, and incident response delivered as an ongoing engagement.
Cloud Infrastructure Assessment
See exactly where your cloud stands.
A senior engineer reviews your architecture, cost, security, and reliability, then sends back a prioritized findings report, the fixes that matter most, in order.
- Architecture & scale
- Cost & efficiency
- Security & reliability
Complimentary · no obligation · no sales pressure
Work With Us
The people who build these build your platform.
If this is the kind of engineering you want on your side, let's talk about what you're working on.
Talk to an Expert