AWS platform engineering
and AI infrastructure.
MatrixKloud runs client environments for digital agencies and tech founders that can't afford downtime or drift. Cloud Platform Ops and AI & Inference Infrastructure are the two core retainers; everything else below is real work agencies ask for, delivered downstream of those two.
Cloud Platform Ops
AWS, IaC, and CI/CD, run as one accountable service, including multi-tenant environment management for agencies.
- AWS architecture, IAM & cost control
- Infrastructure as code (Terraform, Ansible)
- CI/CD pipelines with rollback
- Multi-tenant environment management
AI & Inference Infrastructure
The operational layer behind your AI features and automation: MCP servers, n8n, and inference pipelines.
- Custom MCP server setups
- Production n8n workflows
- GPU and LLM inference pipelines
- Model serving, autoscaling & cost attribution
3-Day Infrastructure Risk & Cost Audit
Read-only. No obligation. A 12–20 page risk register and cost plan, yours to keep either way.
- Read-only access, nothing changes
- Risk register ranked by blast radius
- AWS cost reduction plan
- Delivered day 3
Also available
WordPress Operations
Production-grade operations for WordPress sites and portfolios: hosting, security, backups, performance.
- Managed hosting & CDN
- Hardening & abuse mitigation
- Backups with tested recovery
- Core Web Vitals tuning
Next.js & Laravel Operations
Operational support for modern apps: hosting, pipelines, databases, performance, and release engineering.
- Deploy pipelines with rollback
- DB & cache operations
- Performance & caching strategy
- Incident & release support
Workflow Automation
Remove manual operations work. n8n, APIs, serverless, and reporting automation, built to last.
- n8n workflow design
- API & webhook orchestration
- Serverless functions
- Long-term maintenance
MCP Server Setup
Custom MCP servers and integration layers that connect your tools, pipelines, and assistants.
- Custom MCP servers
- Auth & scope design
- Internal tool integration
- Reusable workflow foundation
Managed Support & SRE
Ongoing operations: monitoring, patching, backups, on-call, and quarterly reliability reviews.
- Monitoring & alerting
- Proactive patching & backups
- On-call incident response
- Quarterly engineering reviews
Operational coverage across your stack.
Which service fits your team?
Most agencies come to us with one problem that is costing them time or clients. Find the situation closest to yours below. If more than one applies, the free audit ranks them by risk so you know which to fix first.
- Client sites on AWS keep drifting, costs creep up, and nobody owns the account.
- Start with Cloud Platform Ops. We take ownership of the AWS accounts, put the infrastructure into code, and give every client environment the same pipeline, monitoring and cost controls. Managed AWS and DevOps for agencies
- You are shipping AI features and the model hosting, GPUs or n8n flows are held together by hand.
- AI & Inference Infrastructure covers the serving layer: model hosting, autoscaling, cost attribution, and the MCP servers and workflows that sit around it. GPU hosting and private LLM infrastructure
- Most of your portfolio is WordPress, and updates, backups and security are eating your team's week.
- WordPress Operations runs the portfolio as production: managed hosting, hardening, tested backups and Core Web Vitals work, delivered white label under your agency. White label WordPress maintenance
- Your product is a Next.js or Laravel app and releases are risky.
- Next.js & Laravel Operations adds deploy pipelines with rollback, database and cache operations, and someone on the other end when a release goes wrong. Next.js and Laravel operations
- Your team repeats the same manual steps every week, or your assistants cannot reach your internal tools.
- Workflow Automation replaces the manual work with maintained n8n and API flows, and MCP Server Setup connects your tools to your AI assistants with proper auth and scopes. n8n workflow automation · custom MCP server setup
One accountable engineer, not a ticket queue.
Every engagement is run by the founder, with 14 years of hands-on infrastructure work behind it: shared hosting first, then VPS fleets, then AWS and AI workloads for agencies. The person who scopes your audit is the person on call when something breaks.
Read the founder's journey from shared hosting to agency cloud infrastructure, see the results in client case studies, or compare retainers on the pricing page.
Not sure where to start?
A free 3-day infrastructure audit is the right first step. We document your current environment, flag the operational risks, and propose a staged path forward: audit, project, or retainer.