AI document processing for cafes and restaurants.
Built for the cafe or restaurant who's already tried the off-the-shelf option and bounced off it.
Built differently, on purpose.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Rosters that account for 11 public holidays, including Matariki, plus your anniversary day, without a spreadsheet.
The pattern across most cafes and restaurants we work with.
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.
What AI document processing actually does
Scanned invoices, signed contracts, handwritten timesheets, PDF specs - extracted into clean data and routed where they belong. With the right workflow automated, nine hours of admin a week could drop to about one.*
*Illustrative example only, based on 9 hours a week of admin falling to about 1 hour a week. Actual results vary by workflow and business.
How Kiwi Dynamics works
We find the one workflow costing cafes and restaurants the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
Less admin.
More weekend.
No theatre.
What you get
Cuts data-entry labour by 80% on invoices, POs, and timesheets.
- Vision models read scans, photos, and handwriting
- Pushes structured data into Xero, your CRM, or sheets
- Confidence flags route low-certainty docs to a human
- Handles te reo, bilingual forms, and old NZ templates
- No annual contracts
- No AI theatre
From one-person trades to national organisations, we find the hours :)
The questions a public sector buyer asks, answered up front: privacy impact, the NZISM, where the data lives and how an algorithm is held to account.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
Straight answers
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 document processing specifically, we typically run that work on Claude Vision, AWS Textract, Mistral OCR, Vercel and assume messy starting conditions from day one.
What does AI document processing 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.
What's the realistic outcome for cafes and restaurants?
Cuts data-entry labour by 80% on invoices, POs, and timesheets. We don't promise tenfold lifts because we don't see them outside of marketing decks.
Do you work with Xero?
Yes. Xero is one of the systems we build around, and we connect to the other tools you already run rather than asking you to switch.
What does the Privacy Act 2020 mean for AI?
The same rules apply as for any system holding personal information. A breach that could cause serious harm must be reported to the Privacy Commissioner, who expects it within 72 hours.
Talk to us about AI document processing
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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
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