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 mini-audit → opportunity audit → implementation → retainer
01 · FREE
AI Mini-Audit
Ten questions, three personalised ideas, and one honest “skip this”. Online, instant, no sign-up.
Free · 5 minutes
02 · THE PAID ENTRY POINT
AI Opportunity Audit
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$8k · ~2 weeks
03 · IF DATA IS SENSITIVE
Local LLM pilot
Stand up a private model on your premises so customer data never leaves the building. Staff onboarding and guardrails included.
From $4K · ~1 week
04 · 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$2.5K/month (Light)
Start the mini-auditAnything 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

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 & 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 Mini-Audit
Queleon Limited · Wellington, New Zealand
Integration & AI Advisory · AI Enablement for SMEs · Consented Data Sharing
Xero, Microsoft 365, Copilot, Google Workspace, Gemini and ChatGPT 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.