Read the document
Classify files, handle scanned text and retain layout, pages and source spans.
Document intelligence /Document workflows
Every field.
Back to its source.
Turn incoming files into records people can verify. Reading, extraction and validation agents preserve page references, reconcile conflicting values and prepare a focused review before export.
EXTRACTION · RECONCILIATION · SOURCE EVIDENCEKeep the source attached to the answerILLUSTRATIVE SYSTEM
01 /The review desk
Select the field.
See the evidence.
A value is more useful when a reviewer can inspect where it came from. Try the illustrative samples below.
SAMPLE / INV-1042PAGE 1
Supplier invoice
Illustrative source document
Prepared for this workflow demonstration.
01 / Header · page 1
Invoice reference: INV-1042
02 / Supplier block · page 1
Issued by Northline Components
03 / Reference block · page 1
Purchase order reference: PO-2086
04 / Delivery note · page 1
Delivery date: to be confirmed
VELOCITYMIND / DOCUMENT WORKFLOWS01
STRUCTURED FIELDS / SELECT TO INSPECT
Header · page 1
Keep the source location attached to the extracted value, then apply the checks required by the downstream system.
Fictitious examples. No customer documents or live extraction are used in this demonstration.
02 /From a file to a reliable record
Reading is one step.
Validation makes it useful.
Build around the document types, fields and business checks that matter to your workflow.
Extract to your schema
Prepare the fields, tables and references your business process actually needs.
Resolve the exceptions
Check required fields, compare related records and separate uncertainty from a verified match.
Deliver with provenance
Send approved records to the DMS, ERP or workflow queue with a traceable processing history.
03 /Measure the field, not the impression
A plausible answer
still needs a check.
Extraction confidence helps organize review. It is not a substitute for evaluated accuracy, source inspection or business validation.
CHECK THE RECORDRequired fields, source links and reconciliationValidate against the schema and authorized reference records. Keep conflicting values visible.
EVALUATE THE EXCEPTIONSField accuracy and missed discrepanciesTest by document type, layout and scan quality. Measure how reliably the workflow catches fields that need review.
KEEP THE DATA BOUNDARYPermissions, retention and controlled exportDocument access, retention and provider use follow the agreed data policy. Review rules determine which records can move into connected systems.
NEXT /A focused first engagement
Choose a document family. Define a useful record.
Agree the workflow, the available data and the acceptance criteria. Build a bounded pilot, evaluate it with your team, then decide what to extend.
Shape your Document intelligence projectCUSTOM DEVELOPMENT · QUOTATION ON REQUESTWHAT WE DEFINE TOGETHER
01A field schema and representative document set
02An extraction and source-review workflow
03A validation policy and evaluation by field type
Read the benchmark-based scenarioThe case file is a modeled engagement, not a client result.Industry contextMicrosoft: accuracy, confidence and review