Platform & Cloud
Landing zones · Kubernetes · Terraform · GitOps · CI/CD · observabilityInternal platforms that let product teams ship on their own, inside the guardrails instead of around them.
AI in production is an infrastructure problem.
We supply the senior engineers who solve it.
The work is the layers under production systems.
AI is the current pressure, not the only job.
Platform · Cloud · DevOps · Security · Data
↓ 01
What we do
Data
Ingestion · streaming · lakehouse · lineage · governanceThe layer every model and every dashboard depends on. When the data is wrong, nothing above it matters.
AI in production
Retrieval · evaluation · guardrails · inference · cost controlThe distance between a demo and a system: versioned, observable, load-tested, audit-ready, still running a year later.
The standard
Senior specialists only. People who have run production at scale under real constraints: regulation, legacy, uptime, audit.
They embed in the client’s own teams, work in the client’s stack, and follow the client’s change process. No shadow team, no handover theatre.
They stay long enough to be accountable for what they build. What they leave behind runs without them: documented, tested, and owned by the people who remain.
The stack
The model is the smallest part of the system.
-
AI systems
retrieval · evaluation · guardrails · inference -
Data
ingestion · streaming · lakehouse · lineage · governance -
Platform
Kubernetes · GitOps · CI/CD · observability · SRE -
Cloud
Azure · AWS · GCP · Terraform · landing zones -
Foundation
network · identity · security · compliance