Cafes and restaurants · Applied AI

Cafes and restaurants-grade AI quoting, shipped by people who've done it before.

Every cafe or restaurant business we've worked with has a different definition of "broken". AI quoting only earns its keep when it solves the specific definition you'd give it on a bad day – which is why our first call is mostly listening.

What AI quoting actually does

Customers send a photo, a brief, or a voicemail – AI drafts a structured quote in your pricing format. You review, tweak, send. Quotes go out the same day, not next week.

  • 01 Reads photos, voice notes, emails, and PDFs
  • 02 Uses your pricing rules and current material costs
  • 03 Drafts in your branded template, ready to send
  • 04 Tracks win/loss to make the next quote sharper

Built on: Claude Vision Whisper Xero Vercel

From the trenches

The shape of every cafes and restaurant brief we've seen.

  • Hospitality runs on thin margins where a missed booking, a bad review left unanswered, or a slow roster costs real money.
  • Reservations, reviews, and rostering are the recurring admin that pulls owners off the floor.
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How we build AI quoting for cafes and restaurants.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for a cafe or restaurant business, so value lands before the build is finished. AI-generated quotes.

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The outcome for cafes and restaurants

We'd call the engagement a success when cafes and restaurants are using the system without thinking about us. Quote turnaround drops from days to under an hour.

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 Kiwi Dynamics, that drops to about 52.

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

Questions

FAQ

How fast could we have AI quoting in production?

Eight to ten weeks for most cafes and restaurants. Faster if your data is in good shape and slower if we're untangling a legacy integration first. We'll give you a realistic number on the scoping call rather than the optimistic one.

What does AI quoting cost for a cafe or restaurant?

Pilots start from a fixed scope priced to land a measurable result inside 6 weeks. Pricing depends on data volume, integration complexity, and whether you need us on managed services afterwards. We'll quote precisely after a 30-minute scoping call.

Has this actually shipped for a real cafe or restaurant?

Yes. Quote turnaround drops from days to under an hour. We'll share comparable engagements on the call.

What if our cafe or restaurant doesn't have any data ready?

Most don't. Getting the data into shape – ingestion, cleaning, the lightweight contracts you need before any model is useful – is part of the engagement. For AI quoting specifically, we typically run that work on Claude Vision, Whisper, Xero, Vercel and assume messy starting conditions from day one.

Twenty minutes, your call.

You describe what's broken. We'll tell you what we'd actually do about it.

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