From the architecture
down to the cluster.
Seven disciplines that cover the full stack — from software architecture and cloud infrastructure to AI integration and production security.
Our services
- Development
Software architecture & development
Modern systems, built to last.
We design and build production software using C4 architecture, TypeScript, Node.js, BunJS, and C#. Clean domain boundaries, testable code, and systems your team can reason about long after we leave.
Learn more - Infrastructure
Cloud & Kubernetes
AWS-native, container-first, cost-controlled.
Production infrastructure on AWS with Kubernetes at the core — networking, CI/CD, autoscaling, observability, and FinOps discipline. Whether you're migrating, modernising, or standing up from scratch.
Learn more - Platform
API & systems integration
Connect the systems your team actually runs.
We wire services together — internal APIs, third-party platforms, data pipelines, event-driven flows. Authenticated, observable, and rate-limited from day one. No demoware, no glue scripts.
Learn more - AI
AI integration
Plug AI into the stack you already run.
We wire LLMs, embeddings, and agents into your CRM, data warehouse, support tooling, and internal apps. From chatbots to retrieval-augmented search to agentic workflows — production-shaped, not prototype-shaped.
Learn more - AI
Self-hosted AI models
Your data, your hardware, your control.
When sovereignty, latency, or compliance demand it, we deploy and fine-tune open-weight models on your infrastructure or private cloud. Zero data leaves your perimeter.
Learn more - AI
Agentic automation
Multi-step workflows that act on your behalf.
Agents that plan, call tools, and complete real work — triaging tickets, drafting reports, reconciling records, opening pull requests. Bounded, monitored, and reversible by design.
Learn more - Security
AI security & guardrails
Output validation, prompt hardening, audit trails.
Production AI needs production guardrails. We layer in content classifiers, PII redaction, prompt injection defences, output validators, and audit logging — so you can answer the questions auditors and customers actually ask.
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The whole stack
One team, five layers.
Most engagements span at least two of these. The hardest problems aren't in any one layer — they're in the seams.
Layer 01
Development
Layer 02
Platform
Layer 03
Infrastructure
Layer 04
AI
Layer 05
Security
Not sure which service you need?
Most clients don't, and that's fine. We'll help you figure it out.
No deck. No drip campaign. One reply.