DevOps & Infrastructure
Ship Faster. Break Less. Scale Without Fear.
We build the engineering infrastructure that lets your team deploy with confidence, recover from failure in minutes, and scale to whatever demand throws at you — without the 2am panic calls.
WHAT WE DO
DevOps & Infrastructure at Native AI Lab X means closing the gap between your development team and production reality. We design and implement the automation, pipelines, platforms, and operational practices that make software delivery fast, reliable, and repeatable — at any scale.
Automate
Eliminate manual, error-prone deployment and infrastructure processes
Stabilise
Build resilient systems that handle failure gracefully and recover fast
Scale
Infrastructure that grows with your product without needing a rebuild
THE PROBLEM WE SOLVE
Slow deployments. Flaky pipelines. Environments that work on one machine and break on another. A production incident that takes 4 hours to diagnose because nobody set up proper logging. An infrastructure nobody fully understands because the person who built it left 18 months ago.
These aren’t edge cases — they’re the day-to-day reality for engineering teams that haven’t invested in their DevOps foundation. The cost is real: slower feature delivery, more outages, developer frustration, and a growing gap between what your team could ship and what actually reaches your users.
At Native AI Lab X, we build DevOps systems and infrastructure foundations that remove the friction from software delivery — so your engineers spend their time building product, not fighting infrastructure.
OUR DEVOPS & INFRASTRUCTURE CAPABILITIES
What We Build
CI/CD Pipeline Design & Implementation
A great CI/CD pipeline is one of the highest-leverage investments an engineering team can make. Every code change automatically tested, validated, and deployed — without manual intervention, without human error, and without a deployment queue that backs up every Friday afternoon.
We design and implement CI/CD pipelines that match your team’s workflow, tech stack, and deployment targets — from simple single-service setups to complex multi-service, multi-environment pipelines.
Tools: GitHub Actions, GitLab CI, Jenkins, CircleCI, AWS CodePipeline, ArgoCD, Tekton
What we deliver: Automated build, test, and deployment pipelines; environment promotion workflows; rollback automation; deployment frequency and lead time metrics; pipeline documentation
Containerisation & Orchestration
Containers solve one of the oldest problems in software: “it works on my machine.” They give you consistent, portable, reproducible environments from development all the way through to production.
We containerise your applications, design your container platform, and implement the orchestration layer that manages deployment, scaling, health checking, and recovery automatically.
Tools: Docker, Kubernetes, Amazon EKS, Google GKE, Azure AKS, Amazon ECS, Helm, Kustomize
What we deliver: Dockerised application stack, Kubernetes cluster setup and hardening, Helm chart library, auto-scaling configuration, resource quotas and limits, network policies, container security scanning
Infrastructure as Code (IaC)
If your infrastructure can’t be version-controlled, reviewed, and reproduced from a clean slate in under an hour — it’s a liability. Infrastructure as Code turns your entire cloud environment into a codebase that’s auditable, testable, and deployable anywhere.
We migrate your infrastructure to code and establish the engineering practices that keep it clean and consistent across every environment.
Tools: Terraform, AWS CloudFormation, AWS CDK, Pulumi, Ansible
What we deliver: Modular IaC codebase, environment parity across dev/staging/prod, automated infrastructure testing, drift detection, state management, full documentation and runbooks
Observability & Monitoring
You can’t fix what you can’t see. Most teams don’t discover an outage from their monitoring — they find out when a customer tweets about it. We build full-stack observability systems that give your team real-time visibility into application health, infrastructure performance, and user experience.
The three pillars we implement:
- Metrics — System and application performance indicators, SLA tracking, resource utilisation
- Logs — Centralised, searchable, structured log aggregation across every service
- Traces — Distributed tracing that follows a request across every service it touches
Tools: Prometheus, Grafana, Datadog, New Relic, ELK Stack (Elasticsearch, Logstash, Kibana), Jaeger, OpenTelemetry, PagerDuty, AWS CloudWatch
What we deliver: Unified observability dashboards, SLA and uptime tracking, intelligent alerting with runbooks, on-call rotation setup, post-incident review templates, mean time to detection and recovery metrics
DevSecOps & Security Automation
Security can’t be an afterthought bolted on at the end of the deployment pipeline. We embed security practices directly into your development and deployment workflow — automated vulnerability scanning, secrets management, policy enforcement, and compliance checks that run on every commit.
What we implement:
- Static application security testing (SAST) in CI pipelines
- Container image vulnerability scanning
- Infrastructure security policy as code (OPA, Sentinel)
- Secrets detection and management (HashiCorp Vault, AWS Secrets Manager)
- Dependency vulnerability monitoring
- Runtime security monitoring (Falco, AWS GuardDuty)
Tools: Snyk, Trivy, Checkov, HashiCorp Vault, OWASP tools, Falco, SonarQube
Cloud Infrastructure Design & Management
We design, build, and manage cloud infrastructure across AWS, GCP, and Azure — architected for your specific workload requirements, availability targets, and cost constraints.
Whether you need a straightforward three-tier web application setup or a complex multi-region, multi-cloud platform, we design infrastructure that is reliable, cost-efficient, and operationally manageable by your team.
What we design and manage:
- Multi-tier application architectures
- Auto-scaling groups and load balancing
- Multi-region high availability setups
- Hybrid cloud and on-premise integration
- Network architecture (VPCs, peering, transit gateways, private connectivity)
- Managed database and caching infrastructure
GitOps & Release Management
GitOps brings the same version control, peer review, and auditability you apply to application code — to your infrastructure and deployment processes. Every change to your environment goes through a pull request, gets reviewed, and leaves a full audit trail.
We implement GitOps workflows that give your team full control, visibility, and rollback capability over every deployment and infrastructure change.
Tools: ArgoCD, Flux, GitHub Actions, GitLab CI, Atlantis
What we deliver: GitOps workflow design, pull request-based deployment approvals, automated drift detection and reconciliation, environment promotion policies, deployment audit trails
Platform Engineering & Internal Developer Platforms
As engineering teams scale, the cognitive overhead of managing infrastructure, deployments, and environments becomes a bottleneck. Platform engineering solves this by building an internal developer platform — a self-service layer that lets your engineers provision environments, deploy services, and access infrastructure without needing to understand every underlying detail.
What we build:
- Self-service environment provisioning
- Standardised service templates and scaffolding
- Internal developer portals (Backstage)
- Golden path workflows for common engineering tasks
- Developer productivity metrics and dashboards
Site Reliability Engineering (SRE) Practices
SRE is how the best engineering organisations in the world maintain reliability at scale — through service level objectives, error budgets, blameless post-mortems, and a systematic approach to reducing toil. We help you adopt SRE practices in a way that fits your team size and maturity.
What we implement:
- Service Level Indicator (SLI) and Service Level Objective (SLO) definition
- Error budget policy design
- Toil identification and automation roadmap
- Incident management process and runbook library
- Chaos engineering and game day planning
- Blameless post-mortem culture and templates
OUR PROCESS
How We Transform Your Engineering Operations
DevOps Maturity Assessment
We assess your current state across five dimensions: deployment frequency, lead time for changes, change failure rate, mean time to recovery, and operational visibility. We map every bottleneck, manual process, and reliability risk — and present a prioritised findings report before we start building anything.
Quick Wins & Foundation
We identify and implement the highest-impact improvements first — the changes that reduce developer friction and operational risk immediately. This might be fixing a broken deployment pipeline, setting up basic monitoring, or getting your environments into IaC. Early wins build trust and momentum.
CI/CD Pipeline Build
We design and implement your full CI/CD pipeline — build automation, test integration, environment promotion, and deployment automation. We align the pipeline to your branching strategy, team workflow, and release cadence.
Infrastructure as Code Migration
We migrate your infrastructure to code — or build it from scratch if you’re starting fresh. Modular, documented, tested, and consistent across every environment. We establish state management, drift detection, and the code review process for infrastructure changes.
Observability Implementation
We instrument your applications and infrastructure with metrics, logging, and tracing. We build your monitoring dashboards, define your alert thresholds, set up on-call workflows, and run your team through the tooling so they can diagnose and resolve issues independently.
Security & Compliance Hardening
We embed security into your pipeline — vulnerability scanning, secrets management, policy enforcement, and runtime monitoring. We document your security posture and produce the evidence needed for compliance audits if required.
Optimisation & Knowledge Transfer
We tune performance, optimise costs, and review every system we’ve built with your team. We produce full documentation — architecture diagrams, runbooks, pipeline documentation, and recorded walkthroughs — and run hands-on training sessions so your team owns everything we’ve built.
Ongoing Support & Evolution
DevOps is not a project — it’s a practice. We offer ongoing retainer support for pipeline maintenance, new service onboarding, incident support, architecture reviews, and continuous improvement initiatives.
TECH STACK
Tools & Technologies We Work With
WHO IS THIS FOR?
Built For Teams Like Yours
Engineering Teams Shipping Too Slowly
Your deployment process involves 12 manual steps, a shared staging environment, and a deploy window every two weeks. We compress that to multiple deploys per day with full automation and confidence.
Teams Dealing With Too Many Incidents
Production goes down more than it should, and when it does, it takes too long to diagnose and fix. We build the observability and runbooks that cut your mean time to recovery from hours to minutes.
CTOs Building a Scalable Engineering Foundation
You’re scaling the team and the product — but your infrastructure and deployment practices are still built for a 3-person startup. We modernise the foundation before the cracks become crises.
Organisations With Compliance Requirements
You need to demonstrate security controls, audit trails, and change management processes for SOC 2, ISO 27001, or industry-specific compliance frameworks. We build DevSecOps practices that satisfy auditors without slowing down engineers.
Startups Preparing for Scale
You’ve found product-market fit and growth is accelerating. Your current infrastructure got you here but won’t get you to the next stage. We re-architect for the load that’s coming, not the load you have today.
Enterprises Modernising Legacy Delivery Processes
Your teams are still doing quarterly releases, manual deployments, and change advisory board approvals for every production change. We help you modernise delivery without dismantling the governance that regulated industries require.
RESULTS WE'VE DELIVERED
What Better DevOps Has Done for Our Clients
FAQ
Common Questions
We already have a CI/CD pipeline. Do we still need DevOps consulting?
Having a pipeline and having a mature, reliable DevOps practice are very different things. If your pipeline is slow, flaky, or bypassed in emergencies — if your environments drift, your deployments are stressful, or your team doesn’t trust the tooling — there’s significant value to be unlocked. We assess what you have honestly and improve what’s worth improving.
How disruptive is this kind of engagement to our engineering team?
We design engagements to minimise disruption. We work alongside your team, not in front of them. In the early phases we work on non-production systems and infrastructure. Production changes are carefully planned, communicated, and scheduled during low-risk windows. Most teams tell us the engagement increases their productivity rather than interrupting it.
Can you help us achieve SOC 2 or ISO 27001 compliance?
Yes. We implement the technical controls — audit logging, access management, change management, vulnerability scanning, incident response processes — that form the technical foundation of SOC 2 and ISO 27001 certification. We work alongside your compliance team or external auditor to ensure the implementation meets the required standards.
We use a mix of AWS, GCP, and Azure. Can you work across multiple clouds?
Yes. Multi-cloud and hybrid environments are increasingly common. We work across all three major clouds and have specific expertise in multi-cloud networking, identity federation, and IaC tooling (Terraform in particular) that works consistently across providers.
What's the difference between DevOps consulting and managed DevOps?
Consulting means we come in, assess, design, build, and transfer knowledge — leaving your team with systems they own and understand. Managed DevOps means we operate and maintain those systems on an ongoing basis. We offer both models, and many clients start with a consulting engagement and transition to a lighter-touch retainer once the foundation is in place.
How do you handle knowledge transfer so we're not dependent on you forever?
Knowledge transfer is built into every phase of our engagements — not bolted on at the end. We pair with your engineers throughout, write documentation as we go, and run structured handover sessions at the end of every phase. Our definition of a successful engagement is a team that can fully own, operate, and extend everything we’ve built.
Our developers hate the current deployment process. How quickly can you improve it?
Deployment experience improvements are typically among the first things we tackle — they’re high-impact and build trust with the engineering team early. In most engagements, developers feel a meaningful improvement in deployment confidence and speed within the first 3–4 weeks.
Your Engineers Should Be Building Product, Not Fighting Infrastructure.
Free 45-minute assessment call · Maturity scorecard included · No commitment required