We've worked with enough operators in Launceston to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI efficiency audit project is sit with your team for a day before we propose anything.
For Launceston operators who want a working pilot in weeks, not a year-long programme.
What AI efficiency audit actually does
A two-week audit that maps your team's actual time spend, finds the 5 highest-leverage AI plays, and ships the first one. No vapourware, no 80-slide decks - just one working thing.
- 01 Time-and-motion review of your top 5 workflows
- 02 Ranked AI opportunity list - ROI, effort, risk
- 03 One pilot shipped in week two, not a six-month roadmap
- 04 Fixed price, fixed scope, kept honest
Built on: Claude Notion Loom Linear Vercel
Without Koala Dynamics
With Koala Dynamics
What's different about doing this work in Launceston.
- Launceston is northern Tasmania's commercial centre, built on agriculture, food and wine, health and a university campus.
- Premium food and beverage production, agriculture, health services and UTAS. Export-facing food businesses carry disproportionate compliance paperwork for their size.
We work with teams across Launceston: Launceston CBD · Kings Meadows · Newstead · Mowbray · Prospect.
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How we build AI efficiency audit for a Launceston team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Launceston business, so value lands before the build is finished. Find AI wins fast.
Talk to usThe outcome for Launceston teams
What changes for Launceston teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. Average pilot saves 8 hours/week within 30 days of launch.
Not your typical AI agency.
Honest about what AI can and cannot do
Ships the one workflow that pays for itself
Hours given back, never the size of the invoice
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
FAQ
When does AI efficiency audit actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a Launceston - so the savings start landing before the rest of the build is finished.
How do you price AI efficiency audit engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most Launceston businesses are surprised how small the first cheque is.
Do you have proof this works for Launceston businesses?
Direct case study: Average pilot saves 8 hours/week within 30 days of launch. Happy to walk you through full numbers on a call.
Will this run on our own infrastructure?
Yes, where it makes sense. AI efficiency audit can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, Notion, Loom, Linear, Vercel but the architecture supports your existing platform choices.
The honest version of a sales call.
No deck. No discovery doc. Just whether this is worth building and what it would cost.
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it - no obligation.