How we help

An advisor who sets direction, and an engineer who ships.

Three ways to engage — from setting strategy to building and hardening the platform yourself. Senior, hands-on, and accountable to what runs in production. Not slideware.

01

AI Infrastructure & Platform Advisory

Direction for teams putting generative AI into production safely. We help you decide what to build, what to buy, and what to skip — then set the architecture so it holds up under real usage, real security review, and real budgets.

  • LLM gateways & governance
  • RAG systems
  • Observability & evaluation
  • Cost control
  • Security & compliance posture
02

Hands-On / Fractional Engineering

An embedded senior engineer who architects and builds — the person who owns it from an empty subscription to production. Infrastructure-as-code, secure networking, LLM orchestration, and full-stack delivery, shipped and hardened.

  • Infrastructure-as-code (Bicep)
  • Secure networking
  • LangChain / LangGraph
  • Full-stack delivery
  • CI/CD & security gates
03

Cloud Modernization & Migration

Azure and AWS architecture, IaC, CI/CD, and secure-by-default networking for organizations moving to — or maturing on — the cloud. Audit-ready foundations that stay stable as you scale.

  • Azure & AWS architecture
  • Landing zones
  • CI/CD pipelines
  • Secure-by-default networking
  • Migration planning
The crossing

From empty subscription to production.

Every engagement follows the terrain, not a template. But the route across usually runs through five waypoints.

Waypoint 01

Secure landing zone

Private, zero-public-ingress networking, identity, and secrets — an audit-ready foundation.

Waypoint 02

AI gateway & governance

Centralized, governed access to models with usage and cost visibility across the org.

Waypoint 03

RAG & agents

Retrieval and agent systems grounded in your data — built to be correct, not just impressive.

Waypoint 04

Observability & cost

Tracing, evaluation, and quality gates so you can see what's happening and what it costs.

Waypoint 05

Production & CI/CD

Hardened delivery with automated security and quality gates. In production, and staying there.

Not sure which fits?

Most engagements start with advisory and grow into hands-on delivery. A short call is the easiest way to scope it.