Confidence thresholds
Low-confidence fields go to review instead of silently entering a system.
We automate document intake, extraction, validation, approvals and system updates—while routing uncertain or exceptional cases to the right person.
Email, uploads, scans or connected storage locations.
Supplier, dates, totals, line items, references and document type.
Required fields, duplicates, totals, supplier records and confidence checks.
Approval, exception queue, accounting system, CRM or archive.
The same controlled pattern can support many document-heavy operations.
Payables intake, coding, approvals and records.
Capture references, quantities, dates and exceptions.
Validate completeness and route cases to the right queue.
Classify, summarize and flag defined clauses or actions.
Low-confidence fields go to review instead of silently entering a system.
Keep source files, extracted values, validation outcomes and approval history together.
Define who reviews mismatches, missing data, unusual totals or unknown suppliers.
Formats, layouts, scan quality, languages, handwriting and the fields that must be captured.
Business rules, matching, exception thresholds and people involved in review.
Accounting, ERP, CRM, storage and the permissions or environments available for testing.
Potential inputs include PDFs, scans, images, email attachments, spreadsheets and structured forms. Suitability depends on document quality, layout variation and required fields.
Validation rules and confidence thresholds identify uncertain or inconsistent fields and route them to a person before data reaches a business system.
Where secure APIs or supported connectors are available, validated data can be sent to accounting, ERP, CRM, storage or approval systems.
Cost depends on document variation and volume, fields, validation rules, integrations, approvals and monitoring. We scope these requirements before providing a fixed-price plan.
Show us the documents and the process around them. We’ll identify a safe first automation.
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