Team AI Adoption Darwin
A structured 6–8 week program that gets your whole Darwin team genuinely using AI — not just the early adopters. Adoption assessment, an internal champions program, tooling rollout, governance, and measured results. Led by Rye Smith, Australia's Claude Ambassador.
Most AI training reaches the keen 20%
Getting a whole team to genuinely adopt AI is a change problem, not a training problem. This program is built to reach everyone — and to prove it worked.
Reaches the whole team, not just early adopters
One-off workshops light up the keen 20%. A structured program — with champions, cadence and measurement — pulls the other 80% along too.
Governance built in, not bolted on
An acceptable-use policy, data-handling rules and approval workflows so legal and security are comfortable and your team can move fast.
Adoption you can actually measure
We baseline usage in week one and report against it. You get dashboards and a 90-day review — not a vague sense that 'people are using AI now'.
An internal champion network
We train champions across your departments so support is desk-side and peer-led. Momentum outlasts the engagement.
Five phases, 6–8 weeks
A structured rollout delivered on-site in Darwin or hybrid — a mix of workshops, hands-on coaching and async support. Every phase produces something concrete.
Phase 1
Adoption Assessment
We start by mapping where your team actually is — not where you assume it is.
- Current-state audit across every department in scope
- Tool inventory: what's already in use, sanctioned and shadow
- Skills baseline survey — confidence, frequency, real usage
- Blocker analysis: the policy, technical and cultural friction points
- A prioritised adoption roadmap scoped to your team
Phase 2
Champions Program
Adoption sticks when it spreads peer-to-peer — so we build your internal champion network.
- Selecting AI champions across functions and seniority levels
- Intensive champion training — deeper than the rest of the team
- Equipping champions to run desk-side support and clinics
- A champion playbook: prompts, use cases, escalation paths
- Monthly champion cadence so momentum outlasts the program
Phase 3
Tooling Rollout
The practical plumbing — getting the right AI tools into the right hands, configured properly.
- Claude and AI tool setup, licensing and access provisioning
- Projects configured with your brand voice, templates and context
- Integrations with the systems your team already works in
- Role-based rollout sequencing so no one is left behind
- Hands-on workshops tied to each team's real workflows
Phase 4
Governance & Policy
A clear, practical framework that lets your team move fast without creating risk.
- An acceptable-use policy written for your organisation
- Data handling rules — what can and can't go into a prompt
- Approval workflows for higher-risk or external-facing output
- Risk guardrails, review rituals and hallucination checks
- Sign-off pathway with legal, security and leadership
Phase 5
Embed & Measure
We turn a rollout into a habit — and prove the uplift with real numbers.
- A sustainable training cadence for new starters and refreshers
- Adoption metrics dashboards — usage, depth and outcomes
- A 90-day review against the Phase 1 baseline
- Identifying the next wave of high-value use cases
- A handover plan so your champions can sustain momentum
Why Darwin organisations need a structured rollout
Darwin's organisations carry an unusually heavy administrative load for their size. The NT Government agencies in the CBD, the resources operators around Darwin Harbour servicing the Inpex Ichthys facility, and the contractors tied to the defence presence at RAAF Base Darwin and Robertson Barracks all run lean teams that produce a constant stream of reports, submissions, briefings and compliance paperwork. A small team doing big-team paperwork is the ideal candidate for AI adoption — and the worst candidate for a one-day workshop, because losing key people for a day is expensive and the learning rarely outlasts the week.
Darwin's transient workforce makes the case for a program rather than a workshop even stronger. Defence postings, FIFO rotations and government-contract cycles mean teams turn over constantly, so any adoption that depends on the people who happened to attend a session evaporates within a quarter. An embedded champions network and a sustainable training cadence are what keep AI use alive through that churn. And because NT Government and defence-adjacent work involves sensitive information, the governance phase — an acceptable-use policy and clear data-handling rules — is essential rather than optional.
A Team AI Adoption program for a Darwin organisation starts with a current-state assessment of your team, builds champions who can onboard the steady flow of new arrivals, rolls tooling out by role, and produces a governance framework your compliance area can sign off. Delivered on-site in the Darwin CBD or the Waterfront Precinct, or hybrid to suit the dry-season and wet-season rhythm, over 6 to 8 weeks — with adoption dashboards and a 90-day review so leadership can see a measured uplift despite the workforce turnover.

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
Program details
Duration
6–8 week program
Format
Workshops + coaching + async
Team size
10–200 people
Delivery
On-site Darwin or hybrid
Outcome
Measured adoption uplift
Includes
Champions program
Just need a one-day team workshop?
If a full rollout program is more than you need right now, our Claude Coworker workshop in Darwin is a focused one-day option for getting a team started.
Frequently asked questions
How much does a Team AI Adoption program cost in Darwin?+
How is this different from a one-day AI workshop?+
What size team is this designed for?+
Do we need to have chosen an AI tool already?+
How do you measure whether adoption actually worked?+
Can our organisation expense the program?+
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Ready to roll AI out across your Darwin team?
A 6–8 week program · on-site Darwin CBD or hybrid · champions, governance and measured adoption.
From A$8,500 per program · custom-scoped to your team size and goals. Book a call and we'll scope it with you.
