WARQLINE
SYS.STATUS: OPERATIONAL
PLATFORM

Cloud, Platform and AI Engineering for Modern Enterprises & Startups

Build, secure and operate cloud, Kubernetes and AI platforms — with engineers who run production systems, and training that leaves your team able to run them too.

Dark datacenter corridor with orange status lights
// WORK.MIGRATION

Migration at pace

847 workloads to AWS in 14 weeks, without a production incident.

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AWS / Google Cloud / Kubernetes / Terraform / Bedrock / Vertex AI / GitHub Actions / DatadogAWS / Google Cloud / Kubernetes / Terraform / Bedrock / Vertex AI / GitHub Actions / Datadog
HOW ASSURANCE WORKS

Find it, fix it, prove it stayed fixed

The loop the platform is being built around — and the way our engagements already run.

01

Discover

Connect read-only and build an accurate picture of what is actually running.

02

Assess

Evaluate it against architecture, security, reliability and cost criteria.

03

Prioritise

Rank findings by real risk and effort, not by severity label alone.

04

Remediate

Generate the fix, and route it through review — never straight into production.

05

Verify

Confirm the change landed and the finding is genuinely closed.

06

Improve

Feed what was learned back in, so the same gap does not reappear.

AI

AI that survives contact with production

The demo is the easy part. We build the retrieval, evaluation, guardrails and cost controls that decide whether it is still running in six months.

AI platforms

Bedrock, Vertex AI and Azure AI foundations your teams can build on.

Agentic AI

Agents that take actions, with permissions and tool access designed deliberately.

AgentOps & LLMOps

Evaluation, observability, versioning and the operational loop around models.

AI security

Prompt and tool boundaries, data handling, and what an agent may reach.

ACADEMY

Leave the team able to run it

Handover documents get filed. Training sticks. Taught by the engineers who build these systems, against real ones.

Instructor-led

Live sessions, remote or on site.

Private corporate

Shaped around your stack and your team's starting point.

Certification prep

Focused preparation for cloud and Kubernetes certifications.

Roadmap

Hands-on labs

Break-fix environments — on the roadmap, not available yet.

IN THE PORTAL

An IAM policy analyzer, for client accounts

Paste an AWS IAM policy and see the privilege escalation paths, over-broad grants and missing conditions in it — the chains from Rhino Security Labs' published research, the evasion techniques from MITRE ATT&CK. It runs in the browser, so the policy is never sent anywhere.

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Technologies we work with
AWSGoogle CloudAzureOCIKubernetesTerraformGitHubGitLabDatadogGrafanaAnthropicOpenAI

Start with an assessment

A 45-minute technical call. You describe what you are running and what worries you; we tell you what we would look at first.