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Demonstration

Intelligent Business Workflow

A supplier invoice arrives by email. AI reads it, the workflow checks it against the purchase order, and only clean invoices are posted. Everything else goes to a person.

About this page: this is a demonstration design built around sample data. It is not a client deployment, and there are no measured results to report.

01 · Business problem

The problem

Finance teams re-key invoice details from email attachments into the accounting system, then chase mismatches by hand. It is slow, error-prone and hard to audit.

02 · Initial workflow

How it works today

  • Invoices arrive as PDF attachments in a shared inbox.
  • Someone opens each one and types the supplier, amounts and PO number into the accounting system.
  • Mismatches against the purchase order are found late, often at payment time.

03 · Proposed solution

The solution

An intake workflow that reads each invoice, extracts the fields, validates them against the purchase order and business rules, and posts clean invoices. Exceptions are routed to a reviewer with the reason attached.

04 · System architecture

How it fits together

  1. Input

    Invoice arrives

    PDF attachment in a monitored inbox

  2. AI step

    AI extracts fields

    Supplier, dates, line items, totals, PO number

  3. Rule / check

    Validate and match

    Required fields present, totals agree with the PO

  4. Human approval

    Review exceptions

    Mismatches go to a person with the reason

  5. Output

    Post to accounts

    Approved invoices recorded, every step logged

05 · Scope

What it covers

  • One document type (supplier invoices) from one inbox
  • Extraction, validation and matching against sample purchase orders
  • A review queue for exceptions
  • Posting to a sample accounting system

06 · Safeguards

Testing and safeguards

  • Nothing is posted unless every required field passes validation
  • Low-confidence extractions are treated as exceptions, not guesses
  • Every decision is logged with the input that produced it

07 · Limits

Limitations

  • Uses sample documents and a mock accounting system, not customer data
  • Handwritten or very poor scans would need a different intake step

Back to all work

Want this shape of solution for your own workflow?

Tell us about the workflow, the systems involved and what a good outcome looks like. If AI is the right tool, we will show you where to start. If it is not, we will tell you.