Document automation

Document Automation Built on Document Understanding

Capture, extract, validate, route and post — one continuous process, with people involved where judgement is required and nowhere else.

Why automation stalls

Most document automation fails at the edges, not the centre

Pilots succeed on clean documents. Production fails on the messy minority — and that minority is what determines whether the business case holds.

  • Templates that break when a supplier changes a layout
  • Bundles containing several documents in one file
  • Handwriting, stamps and mixed-language content
  • Validation rules that live in people's heads
  • Exceptions with nowhere structured to go
  • Integration treated as an afterthought

Building blocks

What a complete automation looks like

Capture

Every intake channel — email, portal, scanner, API, SFTP, EDI — feeding one queue with the same treatment.

Understanding

Classification and AI extraction that works by structure and meaning, not by fixed templates.

Validation

Arithmetic, policy, master-data and cross-document checks, applied to every document.

Decisioning

Configurable rules that decide what can pass automatically and what must be reviewed.

Routing

Approval chains driven by amount, department, contract and delegation of authority.

Delivery

Structured data posted into ERP, core banking, claims or case management systems.

Monitoring

Cycle time, exception rate, accuracy and backlog visible as operational metrics.

Improvement

Reviewer corrections feed back so the same exception happens less often next time.

Flow

From arrival to system of record

  1. 1Document arrives on any channel
  2. 2Classified and split if bundled
  3. 3Data extracted with confidence scores
  4. 4Validated against rules and reference systems
  5. 5Automatically processed or routed as an exception
  6. 6Approved according to the authority matrix
  7. 7Posted to the ERP or core system
  8. 8Measured in dashboards and audit trails

Straight-through processing is a target for suitable workflows, agreed during design — not a claim made in advance of your documents and rules.

Integration

Systems this connects to

SAPOracleMicrosoft DynamicsCore bankingClaims platformsCRMREST APIRPAEmailSFTPEDI

Frequently asked questions

Ready to see PrismIQ on your own documents?

Book an enterprise demo and we will walk through your document types, validation rules and integration architecture.