Document Intake & Processing

The end of manual re-keying.

Somewhere in your operation, a person is reading numbers off a PDF and typing them into a system. Invoices, receipts, applications, inspection forms — every one re-keyed by hand, every one a chance for a typo, every one a few minutes that add up to someone's entire job.

Zeitwerk builds document intake pipelines for Toronto and GTA businesses that read what arrives — PDFs, scans, photos, forms — extract the fields that matter, validate them and write them directly into your systems of record. Humans review the exceptions, not the pile.

Serving Toronto, Vaughan, Mississauga, Brampton, Markham, Richmond Hill and the rest of the GTA — on-site or remote.

The re-keying tax

  • Staff spend hours a week copying data from documents into software.
  • Typos and missed fields surface weeks later as accounting or compliance problems.
  • Documents arrive through email, portals and paper — and pile up in each.
  • Processing backlogs grow every time volume spikes or someone is away.
  • The people doing the re-keying were hired to do something more valuable.

If any of this sounds like your operation, it's not a staffing problem — it's a workflow that was never designed to scale. That's what we fix.

How it works

Every engagement follows the same disciplined path: understand the workflow first, then engineer the automation around it — never the other way around.

01

Inventory your documents

We catalogue what arrives, in what formats, from where — and which fields actually need to end up in which system.

02

Build the extraction pipeline

AI-powered extraction reads each document — including scans and photos — and pulls out structured data, with validation rules that catch what looks wrong.

03

Connect your systems

Extracted data flows straight into your accounting platform, database or line-of-business software. No swivel-chair, no copy-paste.

04

Route the exceptions

Documents the system can't confidently read go to a human review queue with the uncertain fields highlighted — so people handle judgment, not volume.

Built for paper-heavy operations

  • Finance teams processing invoices, receipts and expense claims
  • Property and field operations handling inspections and work orders
  • Offices with application, onboarding or intake forms
  • Any GTA business where documents pile up faster than they're processed

Frequently asked questions

What kinds of documents can it handle?+

Invoices, receipts, forms, applications, inspection reports and most other business documents — as native PDFs, scans or phone photos. If a person can read it, it's usually a candidate for automated extraction.

How accurate is the extraction?+

Modern AI extraction is highly accurate on well-structured documents, and we don't rely on blind trust: validation rules and confidence thresholds route anything questionable to human review. In one engagement published on our projects page, receipt extraction reached 95%+ accuracy with automatic G/L coding.

Where does the extracted data go?+

Wherever it needs to: your accounting software, ERP, database or spreadsheets. We build the integration so data lands in the system your team already uses.

What happens to the original documents?+

They're filed automatically — named consistently and stored where you want them — so the source is always one click from the record it produced.

Ready to automate?

Book a free consultation. We'll audit your workflows and show you exactly what to automate first.

Book consultation