All use cases

AI Document Processing

Read details from invoices, forms or delivery notes and send uncertain entries to staff for checking.

Invoice processingDocument → usable record
Atelier Studio · example customer

Invoice

Reference
INV-3092
Quantity
40 tins × S$128
Total · excludes tax
S$5,120

Interior Matt · Pure White
Payment terms: 30 days

Extracted record

Customer
Not extracted
Reference
Not extracted
Total
Not extracted
Validation
Waiting for extraction
Read the source once, then extract and review its useful fields.
Adapted from Ceus One Demo · fictional data · no live transactions

A practical result, not a demonstration.

You may recognise the pattern.

  • Staff copy the same fields from recurring documents.
  • Documents arrive in inconsistent formats.
  • Errors are discovered only after data entry.
  • Files are stored but do not trigger the work they represent.

What changes

  • Less repeated typing
  • Details prepared for checking
  • Uncertain entries clearly flagged
  • Each record linked to its original document

The practical details.

What’s included, what it connects to and how it works.

From trigger to next action.
  1. A document arrives
  2. The tool reads the required details
  3. Agreed checks look for missing or mismatched information
  4. A record is prepared
  5. Staff check uncertain details before acceptance
An example in practice

Delivery orders arrive as phone photographs. A proposed workflow would extract the reference, date, items and quantities, then compare them with the open job. A blurred image or mismatched quantity would go to a review queue alongside the source photo before the record is accepted.

How far can we take it?

A starting point

One recurring document type with agreed fields, source-file links, duplicate checks and a review queue. Only accepted records are written to the destination.

Additional work to consider

Many document families, handwriting, sensitive data, complex evaluation or large historical archives.

What can it connect to?
  • Email, upload forms and shared drives
  • PDFs, scans, photographs and spreadsheets
  • Validation and review queues
  • Destination records and workflows
  • Existing systems via their APIs

We’ll check what your existing tools let us access before including a connection in the plan.

How accurately can AI read a document?

It depends on the layout, image quality and how clear the details are. We test your sample documents and plan checks, especially for amounts or details where a mistake would matter.

Can it process PDFs and forms?

Yes, if the files can be read and we can identify the details you need. We check sample files before agreeing what the tool will handle.

Start with the problem.

No brief or technical diagnosis required.

Tell us what's stuck