Know exactly where AI
fits in your business
A structured programme that takes your organisation from identifying AI opportunities through to implementation and ongoing support, so you spend on the things that will pay back.
Most AI initiatives fail because they start in the wrong place
The technology works and the models are capable. Most organisations skip the foundations, though. They go straight to tools and pilots without working out where AI fits in their operations.
Projects like that look good in a demo and never reach daily workflows. The investment does not return, and early enthusiasm turns to scepticism.
Most organisations need a structured way to find the right starting point and build from there.
AI for New Zealand organisations,
starting from your processes
We are an Auckland-based studio that works with New Zealand organisations of 11 to 500 people. AI Basecamp covers implementation, strategy and readiness as one programme, from identifying opportunities through to ongoing support.
AI implementation
We implement AI inside the systems you already run. Once an opportunity has a working proof of concept and measured results, we build it into production: integrated with your existing software, with guardrails, monitoring and documentation, and a handover your team can operate. We ship in increments, so you see progress every week. Where AI is the wrong tool for a process, we tell you.
Business AI strategy
A business AI strategy starts with a commercial question: which processes cost you the most time or money, and which of them AI can handle reliably today. We rank each opportunity on impact, effort and risk, and sketch a business case for it. The result is a prioritised roadmap with a clear first move, written so your leadership team or board can act on it.
AI readiness assessment
An AI readiness assessment checks the things that decide whether an AI project works: how your processes run today, where your data lives and how clean it is, which systems a solution would connect to, and who owns the change. In AI Basecamp this is the Discovery and Opportunity Identification work, stages one and two below. We scope it for each organisation, so book a conversation and we will explain what it would involve for yours.
Six stages from curiosity
to capability
Discovery
Understand your business — how work flows, where it gets stuck, and what matters most.
Identify
Map specific AI opportunities tied to real processes.
Prioritise
Rank every opportunity by impact, effort, and risk. Choose what to prove first.
Prove
Build a working proof of concept with real data and measure the result.
Build
Ship the validated solution into production — integrated, monitored, and built to last.
Support
Monitor, retune and evolve as the business changes.
What happens at
each stage
Discovery
What happens
We learn how your business operates — workflows, pain points, strategic priorities. We sit with your team and learn how work flows in practice.
What you get
A documented map of current operations, highlighting where manual effort, bottlenecks, and data gaps create conditions for AI to add value.
Opportunity Identification
What happens
Using discovery findings, we identify specific places where AI can make a measurable difference. We assess each one against what is technically feasible today.
What you get
An AI opportunity map — a catalogue of specific, actionable opportunities tied to real processes, each with a plain-English explanation of what AI would do.
Prioritisation
What happens
We rank every opportunity on impact, effort, and risk. Together, we decide what to prove first, using commercial priorities.
What you get
A prioritised roadmap with a clear first move. Each opportunity has a business case sketch — expected impact, estimated effort, and dependencies.
Proof of Concept
What happens
We build a working prototype of the top-priority opportunity. We build it with real data in your real workflow.
What you get
A working proof of concept plus measured results that validate or invalidate the business case.
Implementation
What happens
The validated concept becomes production software — integrated with existing systems, built to last, with proper guardrails and monitoring. Shipped iteratively with weekly visible progress.
What you get
A production-grade AI solution running in your environment, with documentation, training for your team, and a clear handover.
Ongoing Support
What happens
AI models drift. Business needs change. We monitor performance, retune as needed, and help identify the next opportunities on the roadmap.
What you get
Ongoing monitoring, periodic reviews, and a partner who understands your systems and can move quickly when new opportunities emerge.
What you walk away with
Operations Map
Documented view of how your business operates today — workflows, systems, pain points, data flows.
AI Opportunity Map
Every identified opportunity tied to a specific process, with plain-English explanation.
Prioritised Roadmap
Opportunities ranked by impact, effort, risk — with business case sketch for each.
Working Proof of Concept
Functional prototype built with real data — evidence the approach works in your context.
Implementation Plan
Clear path from PoC to production — timeline, technical requirements, integration points, estimated investment.
Executive Summary
Board-ready document communicating the opportunity, evidence, and recommended path forward.
Sound familiar?
"We know AI could help, but we don't know where to start — and we can't afford to invest in the wrong thing."
"Our team is spending hours on manual work that feels like it should be automated, but we don't know what's realistic."
"We've seen competitors move on AI and we're worried about falling behind — but we want a structured approach, not a science experiment."
"We've tried AI tools but they haven't stuck — we need someone to look at our specific workflows and tell us what's actually worth doing."
AI Basecamp is designed for New Zealand organisations with 11–500 people who know AI matters but need a structured path from curiosity to capability.
Why work with us
We build with AI daily
AI is part of how we deliver. Every project we deliver uses AI as a core part of our process, so we recommend what we use ourselves.
We implement as well as advise
Basecamp includes the build. We build the proof of concept, ship the production solution and support it, with the same team throughout.
Commercially grounded
We frame every decision in terms of cost, speed, and risk. If AI isn't the right answer for a particular problem, we'll say so.