Use cases

Wherever paper meets a keyboard, there's a flow for it.

A flow is just a list of fields and a prompt — which makes Tolkra surprisingly versatile. These are the flows teams build most.

Warehouse & delivery intake

The problem: Goods arrive faster than anyone can type. Shipping labels get keyed into the warehouse system hours later — with typos in the tracking numbers that surface as lost parcels.

With Tolkra: Point a phone at the label and capture carrier, tracking number, sender, receiver, and weight in one shot. A webhook fires the data straight into your WMS the moment the runner submits. A pallet of thirty parcels becomes five minutes of work instead of an afternoon.

CarrierTracking numberSenderReceiverWeight

Invoice & receipt capture

The problem: Supplier invoices and expense receipts pile up until someone spends a day retyping vendors, totals, and dates into the accounting system — and a transposed digit in a total is expensive to find later.

With Tolkra: Photograph the invoice and pull vendor, invoice number, dates, net, VAT, and total in seconds — each with a confidence score that flags anything worth a second look. Push runs to accounting by webhook or export the month as CSV.

VendorInvoice numberInvoice dateNet amountVATTotal

Field inspections & readings

The problem: Crews write meter readings and asset numbers on paper in the field, then someone deciphers the handwriting back at the office — a day later, if the sheet made it back at all.

With Tolkra: Crews snap the meter, asset tag, or completed checklist on the spot. Values are extracted and logged with a timestamp on every run, and the data is back at the office before the crew reaches the next site.

Meter/serial numberReadingLocationCondition

ID document onboarding

The problem: Front-desk and HR staff copy names, document numbers, and dates from IDs by hand — slow for the visitor standing there, and error-prone for the compliance record.

With Tolkra: Photograph the document and extract name, document number, and validity dates in one step, with the image kept on the run for the audit trail. The person is checked in before the old process would have found a pen.

Full nameDocument numberDate of birthValid until

Vehicle & access logging

The problem: Gate staff log number plates, trailer IDs, and seal numbers on clipboards. The log is unsearchable, and disputes about who entered when are unresolvable.

With Tolkra: One photo captures the plate, country, make, and colour into a searchable, timestamped log — with the photo attached as proof. Perfect for yards, parking, and access control.

RegistrationCountryMakeColour

Translate while extracting

The problem: Foreign-language customs forms, menus, and supplier documents need a translator before anyone can even start typing the data in.

With Tolkra: Flows are prompt-driven, so the AI can translate as it extracts — photograph a foreign-language form and receive the fields in your language, structured and ready to use.

Any field, any language

Your use case isn't here? It probably still works.

If the data is visible in a photo, a flow can extract it. Build one in minutes and test it free — 20 runs a month, no card required.

Try it on your documents