SupportedOttimate
Requirement evaluated: Automatic extraction of: vendor name, invoice number, date, PO number, line items, amounts, tax, and payment terms
For a multi-location services company receiving invoices by both email and physical mail, Ottimate's capture pipeline works as follows: mailed invoices are scanned and uploaded as PDF, JPG, or PNG files via the dashboard or forwarded to a per-location Ottimate email address for automatic ingestion; <cite index="23-1,23-3">Ottimate accepts JPG, JPEG, PNG, and PDF formats, and the most common path is scanning paper invoices into PDFs and uploading via dashboard or email.</cite> Once ingested, <cite index="8-11">Ottimate employs machine learning algorithms to extract and categorize data from invoices, regardless of their format, and then automatically matches them to purchase orders and deliver …
Limitations: Ottimate's strongest line-item extraction heritage is in hospitality and food-service invoice types (SKU, pack size, unit of measure), and its help center documentation on field granularity focuses on those verticals; for the buyer's non-PO invoice types (utilities, insurance, subscriptions), payment-terms extraction i …
PartialSAP Ariba
Requirement evaluated: Confidence scoring on extracted data so AP clerks know which fields to verify vs. which are high-confidence
For a $120M services company currently keying invoices manually into Sage Intacct, SAP Ariba Invoicing (formerly Central Invoice Management) does deliver confidence scoring during invoice extraction. The mechanism is powered by SAP's Document Information Extraction (DOX) service: when an invoice arrives by email or file upload, the DOX engine extracts each field and attaches a per-field confidence score. Fields with a confidence score below 50% are not written to the draft invoice at all, routing that work to an AP clerk for manual entry rather than surfacing a low-confidence pre-filled value for verification. …
Limitations: The confidence scoring mechanism operates in SAP Ariba Invoicing, which today integrates natively only with SAP's own ERP stack; Sage Intacct connectivity is listed as a future release item, so this buyer cannot deploy the feature in its current environment without replacing or bridging its ERP. …