For Griffith operators who want a working pilot in weeks, not a year-long programme.

The version of AI lead qualification that works for a Griffith business is rarely the version a national vendor would sell you. We build the one that fits how your team actually operates - usually with fewer parts than the off-the-shelf pitch.

What AI lead qualification actually does

Every form-fill, every missed call, every Instagram DM - scored, enriched, and routed within minutes. Your team only sees leads that match your ideal customer.

  • 01 Auto-enriches with NZBN, company size, and history
  • 02 Scores using your past won/lost deals as training data
  • 03 Hot leads get SMS-routed to the right rep instantly
  • 04 Cold leads enter nurture, not the bin

Built on: Claude HubSpot NZBN API Twilio Vercel

What's different about doing this work in Griffith.

  • Griffith is irrigated horticulture and wine in the Riverina, where water, season and freight decide the year.
  • Citrus, wine, rice and food processing built on the Murrumbidgee Irrigation Area, with a strong family-business culture. Compliance paperwork, freight coordination and multilingual customer contact are all real daily loads.

We work with teams across Griffith: Griffith CBD · Yoogali · Hanwood · Yenda · Leeton.

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How we build AI lead qualification for a Griffith team.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Griffith business, so value lands before the build is finished. AI scores your leads.

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The outcome for Griffith teams

The shape of the result for Griffith teams: Sales reps spend 70% less time on dead-end conversations. Built on Claude, hardened with the rest of the stack as it scales.

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

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

How much is not automating costing you?

Nine hours a week of admin is 468 hours a year. With Koala Dynamics, that drops to about 52.

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*Based on 9 hours a week of admin at Koala Dynamics' typical 80% automation rate. Your number may vary, the calculator uses your own.

FAQ

When does AI lead qualification 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 Griffith - so the savings start landing before the rest of the build is finished.

Do you do hourly billing or fixed price?

Fixed price for the pilot, every time. After that it's your call - fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.

What's the realistic outcome for Griffith businesses?

Sales reps spend 70% less time on dead-end conversations. We don't promise tenfold lifts because we don't see them outside of marketing decks.

Will this run on our own infrastructure?

Yes, where it makes sense. AI lead qualification can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, HubSpot, NZBN API, Twilio, Vercel but the architecture supports your existing platform choices.

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Tell us what you're trying to do and we'll reply with how we'd build it - no obligation.