AI Enablement for SMEs

A guide, not a vendor. A person, not a chatbot.

Around 82% of New Zealand SMEs are experimenting with or actively using AI. Across New Zealand organisations, only about 12% have scaled it past pilots and single teams. The gap is not ambition or tooling. It is that nobody independent has sat down and worked out where AI actually helps this business.

That is the job. Vendor-neutral advice on the tools you already own, grounded in New Zealand privacy good practice, including the honest “don’t build that, Xero already does it” calls.

Sources: Salesforce Small & Medium Business Trends (NZ SMEs experimenting with or using AI); Datacom / AI Forum NZ 2025 productivity research (share of NZ organisations that have scaled AI enterprise-wide).

Tool noise
Every vendor has an AI feature and a pitch. Nobody will tell you which three of them matter to you.
Privacy fear
“Where does our customer data go?” is a fair question, and it stops good ideas dead when nobody answers it.
No time to work it out
Owner-operators do not have a spare fortnight to evaluate the market. That is what you are buying.

How it runs

free opportunity snapshot → connected AI starter or opportunity blueprint → the next step that fits
01 · FREE
AI Opportunity Snapshot
Ten questions, three personalised ideas, and one honest “skip this”. Online, instant, no sign-up.
Free · 5 minutes
02 · START HERE
Connected AI Starter
One AI advisor set up for your business, doing one real job, connected to your email. Two 90-minute sessions. The fee is credited against any next step.
NZ$875 · excluding your own AI subscription
03 · OR HERE
AI Opportunity Blueprint
A 60–90 minute facilitated workshop and a findings report: top 3–5 opportunities scored and tool-matched, a 90-day plan, governance guardrails.
NZ$8,000 · ~2 weeks
04 · THEN, WHICHEVER FITS
HANDS-ON HELP
Prepaid hours
A one-off block of hands-on help after the Starter, used as needed. No ongoing commitment.
From NZ$1,250
IF DATA IS SENSITIVE
Getting Started with Local LLMs
Stand up a private model on your premises so customer data never leaves the building. Staff onboarding and guardrails included.
From NZ$4,000 · ~1 week
ONGOING
Retainer
Light: a monthly session, guidance on call, stewardship of the 90-day plan.
Tailored: all of that plus assistance catering for your specific needs
From NZ$2,350/month (Light) · minimum 3 months
Anything heavier than a retainer gets scoped as a project — or handed to a partner who fits better.
All prices are in NZD, and exclude GST.

Where you’d fit

Around 6–99 staff, services-led — professional services, trades, healthcare and the like
Visible time-sinks: enquiries, quoting, invoicing chase, approvals
Already running a combination of modern online platforms
Tried AI, stalled, and would rather not be sold to again

And when it isn’t us

If the answer is a bigger platform or a real integration programme, the SME engagement is the wrong shape — and we will say so and point you at the Integration Architecture & AI Advisory line, or at a partner who fits better.

Referrals run both directions with accountants, MSPs and larger integrators. Non-exclusive, and never with a kickback that could bias the advice.

Privacy guidance here is educational, not legal advice. For your specific obligations, consult the Office of the Privacy Commissioner and your lawyer.

Ten questions. Three ideas. One honest “skip this”.

Free, instant, and no obligation to talk to anyone afterwards.

Take the AI Opportunity Snapshot
Queleon Limited · Wellington, New Zealand
Integration Architecture & AI Advisory · AI Enablement for SMEs · Consented Data Sharing
Xero, Microsoft 365, Copilot, Google Workspace, Gemini, ChatGPT and Claude are trademarks of their respective owners. Queleon is not affiliated with, endorsed by, or a reseller for any of them, and names them only to describe examples of tools we advise on.