Platform

Intelligent Document Processing for the Enterprise

PrismIQ understands documents by structure and meaning, validates what it extracts, and connects the result to the workflows and systems that run your business.

Beyond OCR

Reading a document is the easy part

Enterprise value comes after extraction: deciding whether the data is correct, what it means in context, and what should happen next.

  • Classification before extraction, so mixed bundles are handled
  • Layout-independent understanding instead of per-supplier templates
  • Table and line-item extraction across page breaks
  • Validation against your rules, master data and reference systems
  • Confidence scoring with human review for anything uncertain
  • Structured output delivered into the system of record

Document intelligence pipeline

Illustrative
  1. 1DocumentsPDF · scan · image · email
  2. 2AI ingestionBulk, API and real-time intake
  3. 3Pre-processingEnhance, de-skew, split, score quality
  4. 4ClassificationIdentify every document in the bundle
  5. 5ExtractionFields, tables, handwriting, layout
  6. 6AI understandingMeaning, structure and context
  7. 7ValidationBusiness rules and cross-document checks
  8. 8Human reviewExceptions only, with source highlighted
  9. 9WorkflowRouting, approvals, straight-through processing
  10. 10ERP / core systemSAP, Oracle, Dynamics, core banking
  11. 11Business intelligenceDashboards, KPIs, audit trails

Capability architecture

One intelligent platform. Every document workflow.

Each layer is configurable, and each layer produces evidence that the next layer — and your auditors — can rely on.

1 · Ingestion

PDFs, images, scanned documents, email, APIs, bulk uploads, EDI and real-time intake. Bulk ingestion supports customs and insurance peaks; real-time intake supports contact-centre workflows.

2 · Pre-processing

Image enhancement, de-skewing, noise removal, image quality scoring, document splitting and multi-document PDF separation. Complex document bundles are prepared before extraction begins.

3 · Extraction

OCR, handwriting recognition, key-value extraction, table extraction, layout understanding and named entity recognition — printed and handwritten, including Arabic and Urdu handwriting.

4 · AI document intelligence

Semantic document understanding, cross-document reasoning, summarisation, LLM-powered extraction, pre-trained industry skills, few-shot and custom model training.

5 · Validation

Business-rule validation, cross-document checks, ERP and master-data matching, confidence scoring, exception detection and suggested corrections.

6 · Human in the loop

A review interface with highlighted source regions, annotation and correction tools, and feedback that improves models over time. AI handles the volume; humans handle the exceptions.

7 · Workflow

Orchestration, approval steps, exception routing, RPA integration and straight-through processing for document workflows where it is safe to remove the human step.

8 · Integration

SAP, Microsoft Dynamics, Oracle, CRM, core banking, REST API, RPA platforms, email, SFTP and EDI.

9 · Analytics

Processing dashboards, business KPIs, exception analytics, audit trails, model performance and accuracy drift indicators.

10 · Security

Encryption, role-based access, audit trails, data governance and deployment on-premise, in private cloud, hybrid or air-gapped where the environment requires it.

Validation in practice

An example: an invoice total

01Extracted from the document with a confidence score
02Recomputed from line items, tax and discounts
03Compared with the purchase order
04Compared with the goods receipt in the ERP
05Checked against supplier-specific tolerance
06Validated, or routed to a reviewer with the reason named

Languages & regions

Documents global platforms don't always cover

EnglishArabicUrduMixed-language filesArabic handwritingUrdu handwritingStamps and signaturesCNIC and Emirates IDRegional forms

Deployment

Where your data needs to stay

On-premisePrivate cloudHybridAir-gapped where requiredConfigurable retentionRole-based access

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.