For teams ready to build · project-based AI delivery

AI Implementation Darwin

Done-with-you AI delivery for Darwin businesses. Spruik scopes, builds and integrates AI into your real workflows — workflow automation, custom agents, knowledge systems and internal tools — then hands over a working system your team owns. Delivered with Rye Smith, Australia's Claude Ambassador.

Book a Scoping CallWhat we build
From A$6,000 per project
4–12 week delivery
Built on n8n & Claude
Remote + on-site Darwin
Built and delivered by Claude Ambassador for Australia · Rye Smith
What we deliver

Five ways we build AI into your business

Every engagement is scoped to your workflows. Most projects combine two or three of these into a single delivery.

Workflow Automation

n8n pipelines that remove the manual, repetitive work clogging your team's day — data entry, routing, reporting, follow-ups. We map the process, build the automation and wire it into the tools you already use.

Custom AI Agents

Purpose-built, Claude-powered agents scoped to a specific business task — triage, research, drafting, classification, QA. Not a generic chatbot: an agent that knows your context and runs the job end to end.

RAG & Knowledge Systems

Turn scattered documents, wikis, SOPs and tickets into a searchable, AI-queryable knowledge base. Your team asks a question and gets an accurate, sourced answer — no more digging through drives.

Internal Tools

AI-powered dashboards, assistants and apps built for the way your team actually works. Lightweight, focused interfaces that put automation and insight in front of the people who need it.

Integrations

We connect AI into your existing stack — CRM, ERP, comms, databases and line-of-business apps — so the intelligence lands where work already happens instead of in yet another tab.

How we deliver

Scope, build, integrate, handover

A clear five-stage delivery process. Fixed scope and price agreed up front, visible progress throughout, your team trained and supported at the end.

Step 01

Scope

A scoping call to map your workflows, find the highest-value automation, and agree a fixed, written project plan with clear deliverables and a price.

Step 02

Build

We build the automation, agents and tools — working in short, visible iterations so you see progress and can steer, not wait for a big-bang reveal.

Step 03

Integrate

We connect the build into your live systems — CRM, ERP, comms and data — and test it against real workflows until it holds up under everyday use.

Step 04

Handover

You get full documentation plus hands-on training so your team can run, tweak and trust the system. No black boxes, no lock-in.

Step 05

30-Day Support

Thirty days of post-launch support after handover — we monitor, fix and fine-tune so the build settles into production cleanly.

Darwin context

AI builds for the way Darwin businesses run

Darwin's economy leans heavily on government and defence — RAAF Base Darwin, Robertson Barracks, the Larrakeyah Defence Precinct, and the NT Government's own infrastructure program. The businesses that supply this sector run on grant administration, procurement, reporting and compliance workflow that is paperwork-heavy and deadline-driven. AI implementation cuts through it. We build n8n pipelines that automate grant and procurement document collation, custom agents that draft and triage reporting and tender responses, and integrations that connect government-facing systems so NT teams stop assembling the same submission by hand.

Logistics is the other defining force. Darwin is the Top End's freight and supply hub, and the Inpex Ichthys LNG facility on Darwin Harbour anchors a network of resources-services and logistics operators moving people and equipment across vast distances. These businesses lose hours to manual coordination — scheduling, dispatch, supplier comms, equipment tracking. We build logistics tooling: internal dashboards and AI agents that handle scheduling and supplier queries, and integrations that connect transport, inventory and ERP systems so dispatch works from one view.

Darwin's businesses also work to a strong seasonal rhythm — the wet-season slowdown and the bustling dry-season peak — and they need tooling that flexes with it rather than fighting it. We build the wet-season work, automation and knowledge systems, so the dry-season surge runs on infrastructure that is already in place. We scope the highest-value workflow, build it on n8n and Claude, integrate it into your existing stack, then hand it over with full documentation and team training. Four-to-twelve week projects, on-site in Darwin, with 30 days of post-launch support.

Rye Smith — Claude Ambassador for Australia
Claude Ambassador AU
Your trainer

Rye Smith

Claude Ambassador for Australia & Lead Workshop Trainer

Rye is Australia's Claude Ambassador and an AI strategist who has helped thousands of professionals understand and ship with Claude. He runs hands-on, classroom-style workshops in every capital city — demystifying Claude Code, Claude Coworker, and the agentic workflows that are reshaping how Australian teams work.

  • Claude Ambassador for Australia

    Anthropic-recognised community lead

  • Certified Claude Code trainer

    Hands-on agentic workflows since 2024

  • n8n Ambassador (APAC)

    Cross-tool automation expert

  • 1,000+ professionals trained

    Workshops in 11 Australian cities

Workshops in Sydney, Melbourne, Brisbane, Adelaide, Perth, Canberra, Hobart, Darwin, Gold Coast, Newcastle & Auckland.
Book a scoping callSee workshop calendar

Built for teams ready to ship

AI Implementation is for operations leads, founders and product owners who have moved past “should we use AI” and want it built into the way their Darwin team actually works.

Ops teams drowning in manual, repetitive process
Founders who want AI shipped, not theorised
Product owners adding AI features to existing tools
Teams with knowledge trapped across drives and wikis
At a glance

Project details

Duration

4–12 week projects

Format

Done-with-you build

Stack

n8n · Claude · custom agents

Delivery

Remote + on-site Darwin

Handover

Docs + team training

Support

30-day post-launch

Want your team trained first?

Before — or alongside — a build, many Darwin teams run a Claude workshop so they can own the system with confidence once we hand it over.

Claude training
FAQs

Frequently asked questions

How much does an AI implementation project cost in Darwin?+
Projects start From A$6,000 and are scoped per engagement — the final price depends on the number of workflows, the systems we integrate with and the depth of build. Every project begins with a scoping call where we agree a fixed, written price before any work starts. We issue tax invoices with a full GST breakdown to your company name and ABN, and can send a quote for finance or procurement approval before the project starts.
What is AI Implementation — how is it different from your training?+
Our Claude workshops teach your team to use AI. AI Implementation is where we build it for you. This is a done-with-you / done-for-you delivery service: we scope, build and integrate AI into your real workflows — workflow automation, custom agents, knowledge systems, internal tools and integrations — and hand over a working system with documentation and training.
How long does a typical project take?+
Most engagements run 4 to 12 weeks depending on scope. A single workflow automation can land in a couple of weeks; a multi-system agent or a RAG knowledge base across a larger build sits at the longer end. We work in short, visible iterations so you see progress throughout rather than waiting for a single hand-off.
Do we need technical staff on our side?+
No. You bring the business knowledge — the workflows, the pain points, the systems — and we bring the build. We do involve your team in the scoping call and the handover so they can run and adjust the system afterwards, but you do not need engineers or developers on staff to work with us.
What technology do you build on?+
We build on n8n for workflow automation, Claude for the AI reasoning layer, and custom code where a purpose-built agent or tool is the right call. We integrate with the CRM, ERP, comms and data tools you already run. You own everything we build — there is no proprietary platform and no lock-in.
Do you deliver on-site in Darwin?+
Yes. We deliver remotely and on-site in Darwin — scoping workshops, integration sessions and team handover are often run in person, with the build work done remotely. We will agree the mix that suits your team during scoping.
What happens after the project is delivered?+
Every project ends with a documented handover and hands-on training so your team can run the system confidently. That is followed by 30 days of post-launch support — we monitor, fix and fine-tune so the build settles into production cleanly. Ongoing support and further build phases are available if you want them.
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Ready to build AI into your Darwin business?

Start with a scoping call. We map your workflows, find the highest-value automation and agree a fixed project plan.

From A$6,000 per project · scoped per engagement · documented handover and 30-day support.

Book a Scoping CallTalk to Spruik