AI Automation for Platforms
Agents and copilots embedded in the SDLC — incident triage, runbook execution, infra change review, on-call assistance.
AIOps · Platform Engineering · AI Automation
AIOps for modern platform teams.
We bring AI automation and proven AI practices to cloud platforms — cutting cost, accelerating delivery, and making reliability and compliance predictable.
−30%
Cloud cost
40×
Latency improvement
−80%
Ops overhead
−40%
Deploy time
What we do
Platform operations, with AI in the loop.
AIOps & Reliability
Observability with AI-driven anomaly detection, SLO ownership, and MTTR reduction across Kubernetes and serverless estates.
Cloud Cost Governance
Continuous right-sizing, spend forecasting, RI/Savings strategy and vendor negotiation support — six-figure savings, repeatable.
Compliance as Code
SOC2, ISO 27001, GDPR, MiCA, EU MDR — automated controls, evidence pipelines, audit-ready by default.
Our approach
AIOps in four deliberate steps.
01
Assess
Platform, cost, reliability and compliance posture mapped against business KPIs.
02
Automate
AIOps and AI agents replace manual toil — provisioning, on-call, change review.
03
Operate
We run the platform with you: SLOs, incidents, releases, cost reviews.
04
Optimize
Continuous improvement loop — cost, latency, deploy frequency reported quarterly.
Tech we operate
Battle-tested across regulated, high-scale environments.
AWSKubernetesTerraformArgoCDIstioPrometheusGrafanaSnowflakePostgreSQLLiteLLMOnyxClaude
Outcomes
Selected work, anonymized.
Crypto Exchange · EU
−30% AWS cost, 40× lower trading latency
Re-architected network stack, automated 50+ blockchain wallet nodes, modular Terraform across multi-account AWS.
Education AI SaaS
−40% deploy time, zero-downtime EU migration
Event-driven serverless platform on AWS with scale-to-zero, ArgoCD on EKS, GDPR/Schrems II relocation.
MedTech IoT
EU MDR compliance, IoT firmware pipeline
Kubernetes platform from scratch with IaC and CI/CD; passed external audits for medical device regulation.
Ready to put AI in your platform?
Tell us about your stack and goals. We'll respond within one business day.