Cloud · AI · IoT Engineering · Est. 2022

Cloud, AI & IoT systems that outlast the contract.

An independent engineering studio designing AI-augmented serverless platforms, IoT systems and the delivery pipelines that keep them shipping — quietly, reliably, for years.

Start a project →See our work ↓

— Trusted by teams at

WWestpac

MMindhive Global

EESS

01 — Services

What we deliver, end to end.

Six tightly-defined services. Most engagements blend two or three over time — we scope the right mix on the first call, not after a discovery phase.

AI-Augmented Engineering

Practical AI built into the systems we ship — agentic delivery workflows, LLM-driven code generation, and local-first model deployment (Claude, GPT, Qwen, Ollama). Engineered, observable, owned by your team.

Active focus · 2026 program

Cloud Architecture

Serverless-first AWS architectures designed to be cost-efficient at low volume and predictable at scale — the inverse of how most teams build.

Typical engagement · 6 — 18 months

IoT & Edge Platforms

Production-grade telemetry and command pipelines for connected devices — vehicle safety, sorting optimization, fleet operations. Edge inference where it earns its place.

Production references · 2 active

Data & ML Pipelines

Medallion-architecture data lakes — Bronze, Silver, Gold — feeding both BI and ML workloads. Auditable, extensible, owned by your team without us in the room.

Used in production · 3 client programs

Platform, CI/CD & Test Automation

Centralized delivery platforms for organizations where every pipeline change needs a paper trail. Configuration-as-code, RBAC, peer-reviewed releases, CI-driven test & security gates.

Largest deployment · Tier-1 retail bank

Infrastructure as Code

Reproducible environments from on-prem outpost hardware to multi-region cloud. Codified, peer-reviewed, rollback-ready by default.

Multi-environment · Dev → Prod parity

02 — Selected Work

Engagements measured in years, not sprints.

A short list of long relationships. The work below spans data & AI consultancies, vehicle safety, retail banking and electricity infrastructure.

Active · Data & AI

Industrial sorting & optimization, in the cloud

Working with an Auckland-based data & AI consultancy on a cloud-native sorting & optimization program for an industrial client — turning raw inventory signal into ML-driven pallet-selection decisions. We led the AWS serverless build, the medallion data lake feeding the model, and the CI/CD that keeps the pipeline shipping weekly.

Sector

Industrial / Tannery

Region

New Zealand

Started

Dec 2024

A serverless backbone and a Bronze / Silver / Gold lake — owned end-to-end by one engineering partner.

3-tier

Data Lake

Weekly

Release Cadence

Active · IoT

A connected backend for next-gen vehicle safety

Partnering with a Dallas-based safety hardware company to build the cloud side of their next-generation vehicle safety system — AWS IoT Core for the device fleet, MQTT-based telemetry, and a TypeScript serverless backend designed to scale alongside the hardware rollout.

Sector

Mobility / Safety

Region

United States

Started

Jun 2024

From a single device to a national fleet — without rewriting the platform along the way.

MQTT

Device Protocol

100%

Serverless

Completed · Financial Services

Centralized CI/CD for a Tier-1 retail bank

Delivered the bank's organization-wide CI/CD platform on a CloudBees on-prem deployment — operations center, controllers, agents and plugins all governed through Configuration-as-Code. RBAC, releases and rollback are now driven by source control, not the console.

Sector

Retail Banking

Region

New Zealand

Period

2022 — 2024

Every pipeline change reviewed, audited and reversible — without slowing delivery.

Org-wide

CI/CD Platform

CasC

Governance Model

Completed · Energy

Automation for a SCADA control program

Embedded with the ADMS team at a New Zealand electricity distributor to automate environment provisioning for a GE-built SCADA product. Stood up reproducible AWS Outpost environments, owned the build / test / deploy cycle and partnered with vendor engineers on integration.

Sector

Electricity / Utilities

Region

New Zealand

Period

2022

Critical-infrastructure environments, codified and reproducible — not click-built.

Outpost

Hybrid Cloud

IaC

Provisioning

03 — How We Work

Four principles that show up in every engagement.

Independent of stack, sector or company size. They are the reason most of our clients stay for years.

PRINCIPLE 01

Code is the contract

Infrastructure, pipelines, RBAC and tests live in your repository. Nothing critical exists only in a console, a wiki, or someone's laptop. Hand-off is the default state, not an event.

PRINCIPLE 02

Roll-back, then roll-forward

Every change is reversible by design — pull-request based, peer reviewed, deployable from main. Production incidents are recovered in minutes, not war rooms.

PRINCIPLE 03

Senior, hands-on, accountable

One senior engineer is responsible for design, build and operation. No junior layer between you and the work. Communication is direct; estimates come with the code path attached.

PRINCIPLE 04

Built for the team that inherits it

Documentation, naming, layering and test coverage are tuned for the engineer who joins six months after we leave — not the one shipping the feature today.

04 — Industries

We work best with teams in regulated, operational sectors.

Where reliability matters more than novelty, and where a paper trail is the difference between a deploy and an audit finding.

Financial Services

Retail banking, governed CI/CD, source-controlled RBAC.

Industrial & Logistics

Sorting, optimization, inventory and pallet operations.

Mobility & Safety

Connected vehicles, IoT fleets, telemetry-driven backends.

Energy & Utilities

SCADA environments, ADMS automation, hybrid-cloud delivery.

— LET'S TALK

Have a problem worth solving? Let's scope it properly.

Open an introduction →

hello@fullstacksolutions.io

Based

Auckland, New Zealand · NZST (UTC+12)

Engagement model

Contract — part-time or full-time, remote-first

Working with

Teams in NZ, AU and the US