AI for parking lot attendants who want fewer tabs open, not more.

There's a version of "AI for parking lot attendants" that gets bought off a shelf and quietly stops getting used inside a month.

On the tools or running at scale, the admin still eats the week :)

Quotes with GST, consent paperwork, LBP records and health and safety logs: the admin every New Zealand trade business carries.

*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.

0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).

How the work runs

We find the one workflow costing Parking Lot Attendants the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.

We'd call the engagement a success when Parking Lot Attendants are using the system without thinking about us. 0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics

What changes for parking lot attendants week to week

Parking Lot Attendants sits within Transport & Logistics, one of the sectors we build production AI for.

  • Answer status and booking questions
  • Automate dispatch updates
  • Draft and route paperwork
  • Summarise logs and reports

Definitely not a typical AI agency.

We say when AI is not the answer

Production first, demo second

You keep the hours, the data and the system

*Every engagement is scoped and quoted up front. Results vary by workflow and business.

By the numbers

Canada's overall AI usage sits at 4.37x its expected level, with Singapore leading at 5.53x.

Adoption is already well ahead of the curve, and the edge goes to whoever turns it into a concrete workflow first.

Straight answers

How quickly can we see something running?

Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".

What's the realistic outcome for Parking Lot Attendants?

0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) We don't promise tenfold lifts because we don't see them outside of marketing decks.

What tools do you build AI on?

For AI we usually reach for Answer status and booking questions, Automate dispatch updates, Draft and route paperwork, Summarise logs and reports. We're tool-agnostic at heart - we pick what your parking lot attendants team team can actually run after we hand the build over, not what looks good on a vendor sticker.

Will it work alongside Fergus or Tradify?

We build around the tools you already run instead of replacing them. Fergus and Tradify are both job management tools built in New Zealand for trades.

Can it remind us about the annual return?

Yes. Every company must file an annual return with the Companies Office each year, separate from its tax return.

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