Documents in. Checked data out.

Illustrative example

What this could look like in practice

A retail chain holds leases for several hundred outlets, many of them scans with handwritten riders. The system pulls rent, escalation clause and trigger date, lock-in, renewal notice period and CAM obligations, and puts them beside the scanned page for the leasing manager to confirm. A smudged date gets flagged, not guessed. Rent schedules and renewal alerts then run off the confirmed record, not a spreadsheet.

How the system helps

The work it takes off your team

• Reads clean PDFs, scans and phone photographs, handwriting included.
• Checks each field against your vendor, outlet and item master.
• Flags what it cannot read instead of filling it in.
• Nothing reaches the ERP until a named person confirms it.

Considerations

Things to settle before building

• Poor scans and handwriting need an exception queue with an owner.
• Your ERP stays the record. The extraction is a draft.
• Alerts must reach the store manager, not a shared inbox.

Outcome measures

Useful things to measure

Suggested yardsticks for judging whether a system like this is earning its place — not results we promise.

• Documents confirmed without a correction
• Arrival to confirmed record
• Missed renewals and obligation dates
• Invoice and payment rework

Where it applies

Sectors where this fits

Retail and real-estate portfolios · Procurement and accounts payable · Construction tendering, where BOQs and drawings arrive in every format · Regulated operators who must show who approved what