AI document operations
The umbrella for reading, understanding and routing anything that arrives as a document.
We group the technical services into outcomes: document operations, data operations and workflow operations.
| Document | Type | Status | Extracted data | Destination |
|---|---|---|---|---|
| INV-2026-0841.pdf | Invoice | Validated | Vendor, total, VAT, due date | Accounting |
| PO-88213.pdf | Purchase order | Validated | 16 line items, delivery date | ERP |
| Supplier_Contract_v3 | Contract | In review | Term, renewal, liability cap | Legal folder |
| Delivery_notes_b42.zip | Scanned batch | Validated | 212 notes matched to orders | Warehouse |
| Order_form_handwritten | Form | Low confidence | 3 fields uncertain | Human queue |
| Job | Source | Schedule | Last run | Output |
|---|---|---|---|---|
| Competitor price watch | 12 public catalogues | Daily 06:00 | Complete | Sheet + change alerts |
| Supplier catalogue sync | Vendor feeds | Weekly | Complete | ERP product master |
| Product listing build | Internal PIM | On new SKU | Running | Store + marketplaces |
| Inbox data extraction | orders@ mailbox | Continuous | Complete | Order system |
| Weekly ops report | All of the above | Monday 07:00 | Scheduled | PDF + dashboard |
The umbrella for reading, understanding and routing anything that arrives as a document.
Structured fields pulled from PDFs, including scans and inconsistent layouts.
Vendor, totals, tax and dates extracted, matched to orders and posted for approval.
Line items read, checked against stock and pushed into your ERP.
Operational mailboxes read, classified and turned into records or tasks.
The retyping between two systems that nobody wants to own, done automatically.
Records kept accurate from the work itself rather than from end-of-week catch-up.
Stock, orders, deliveries and finance steps triggered by real events.
Scheduled collection, cleaning and delivery of external and internal data.
New products written, categorised and published across store and marketplaces.
Thresholds, approvers and escalation paths enforced by the system.
Operational reports assembled and distributed on schedule, with commentary.
End-to-end processes joined across departments and systems.
Formats, units, codes and schemas mapped between systems that disagree.
The administrative layer that grows with headcount — automated instead.
Back-office automation only works if finance and operations trust it. Every run is inspectable, reversible and bounded by rules you set.
| Outcome | Handled by | Share |
|---|---|---|
| Processed automatically | AI | |
| Approved by a person | Human step | |
| Sent to exception queue | Human |
Layout example. Your real split is measured during the pilot and reported monthly.
Let customers self-serve the status questions your back office now answers by hand.
RelatedConnect operational data to the pipeline so quotes and renewals trigger themselves.
RelatedFeed clean product data straight into listings, campaigns and creative.
Each field carries a confidence score and is checked against your validation rules — totals that must reconcile, dates that must be plausible, vendors that must exist. Anything failing those checks goes to a human queue rather than into your finance system.
Often yes — through an API, a database connection, a file drop or an export/import cycle. If a system genuinely has no integration surface, we will tell you that before you commit rather than after.
It depends on the source, its terms and your jurisdiction. We collect only publicly available data, respect robots directives and rate limits, and will decline a job that requires bypassing access controls. Where an official API or data feed exists, we use it instead.
Invoices, orders, delivery notes — whatever your team retypes most. We will process a sample batch and show you the output.