SRE · AI-Native · Founder-Led
How we keep your product running at speed.
Every service we offer fits one of three goals: build it right from the start, keep it running reliably, or ship it faster. No generic IT laundry lists.
Build Right
AI-ready infrastructure from day one
Cloud architecture and AI stack design built for the way modern products actually operate, before reliability becomes a problem.
AI-Ready Infrastructure · Cloud Architecture
Run Reliably
SRE-grade uptime and incident response
SRE practices, 24/7 managed infrastructure, and MLOps — so your product stays up when it matters most.
SRE & Reliability · Managed Infrastructure · MLOps
Ship Fast
CI/CD and DevOps that don't slow you down
Pipelines, IaC, and container orchestration designed for teams that ship frequently and can't afford broken deployments.
DevOps & CI/CD
AI-Ready Infrastructure
Most teams bolt AI onto an existing stack and wonder why it breaks at scale. We design infrastructure with AI workloads in mind from day one: GPU provisioning, vector DBs, model serving, and LLM pipelines built in as first-class citizens, not afterthoughts.
- AI stack architecture and design
- GPU provisioning and optimisation
- Vector database setup and integration
- LLM pipeline design and deployment
- Model serving infrastructure
Includes: Architecture review · AI stack design · GPU/vector DB setup · Model serving
Cloud Architecture
We design, migrate, and build cloud infrastructure on AWS, Azure, and GCP with reliability and cost-efficiency designed in from the start. No cookie-cutter setups. Every architecture is shaped around how your product actually works.
- Cloud strategy and migration planning
- Cloud-native application architecture
- Serverless and container-based design
- Cloud security and compliance
- FinOps and cost optimisation
Includes: Cloud strategy · Migration plan · IaC setup · Security baseline · Cost controls
SRE & Reliability Engineering
We bring Google-grade SRE thinking to your startup, without the 100-person team. We define your SLOs, build your runbooks, set up incident response workflows, and make sure that when things go wrong at 2am, you have a plan and a partner.
- SLO and SLA definition
- Incident response runbooks
- On-call rotation setup
- Postmortem culture and process
- Error budget tracking
Includes: SLO design · Runbook library · On-call setup · Incident response · Postmortem process
Managed Infrastructure
Your infrastructure, actively managed by the people who built it. We handle 24/7 monitoring, patching, incident response, and performance tuning so your team can focus on shipping product, not firefighting.
- 24/7 infrastructure monitoring and alerting
- Proactive incident management and resolution
- Security patching and updates
- Database administration and tuning
- Disaster recovery and backup management
Includes: 24/7 monitoring · Incident response · Patching · DB tuning · DR planning
MLOps
Getting a model into production is the easy part. Keeping it accurate, fast, and cost-efficient over time is where most teams struggle. We build and manage the full ML lifecycle: pipeline automation, continuous training, and drift detection.
- End-to-end ML pipeline automation
- Model versioning and experiment tracking
- Continuous training and deployment (CT/CD)
- Scalable model serving infrastructure
- Model drift detection and performance monitoring
Includes: Pipeline design · Model registry · CT/CD setup · Serving infra · Drift monitoring
DevOps & CI/CD
Fast, reliable delivery pipelines built by engineers who think about reliability first. We implement CI/CD, IaC, and containerisation patterns designed for teams that ship frequently and can't afford broken deployments.
- CI/CD pipeline design and implementation
- Infrastructure as Code with Terraform and Ansible
- Containerisation with Docker and Kubernetes
- Automated testing integration
- Deployment strategy and rollback planning
Includes: CI/CD pipelines · IaC · Kubernetes · Automated testing · Deployment strategy
Not sure where to start?
Most startups we talk to have 3 to 5 reliability blind spots they don't know about yet. A 15-minute call is usually enough to surface them. The goal is simple: a team that ships fast, sleeps soundly, and never fears a Friday deployment again.
No sales pitch. No handoffs. Founder-direct from the first call.