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AI Solutions

MetaMatrix Document Intelligence

AI extraction, classification and validation of forms, claims, referrals and records, with people reviewing every low-confidence field.

Overview

Document Intelligence classifies incoming documents, extracts the fields you need and checks them against your rules: totals, dates, required fields and cross-checks between documents.

Anything the AI is unsure of goes to a reviewer, and every correction is recorded. People stay in charge of decisions; the AI does the re-keying.

Outcomes

From challenge to outcome

  • Challenge: Staff re-keying documents

    Less manual entry

    Fields are extracted automatically and checked against your rules.

  • Challenge: Errors found too late

    Problems caught at intake

    Missing or inconsistent fields are flagged before data reaches your systems.

  • Challenge: Unclear what the AI decided

    People stay in charge

    Low-confidence fields go to a reviewer, and every correction is recorded.

Capabilities

What it does

  • Classification

    Sorts incoming documents by type.

  • Field extraction

    Reads the fields you need from forms, IDs, invoices and claims.

  • Rule checks

    Validates totals, dates and required fields automatically.

  • Human review queue

    Low-confidence fields routed to a person.

  • Integration

    Clean data passed to your existing systems through APIs.

  • Audit trail

    Every extraction and correction recorded.

See how MetaMatrix Document Intelligence would work for your organisation.

Request a demo

How it works

  1. Pick a document type

    Start with one measurable document flow.

  2. Configure fields and rules

    Decide what to extract and how to check it.

  3. Pilot with reviewers

    Real documents, real users, measured accuracy.

  4. Scale and monitor

    More document types, with quality watched over time.

Integrations and deployment

Deployment options

  • In the customer's Azure tenant

Security and compliance practices

  • Least-privilege access
  • Audit trail of extractions and corrections
  • Retention you choose

Services

Related services

  • Intelligent document processing

    We find the document flows worth automating, pilot one with your reviewers, connect the results to your systems and run it with people checking anything uncertain.

  • Clinical documentation assistant

    Drafts clinical notes and suggests medical codes for qualified staff to review, edit and approve. Designed with human review at every step, not as a replacement for clinical or coding judgment.

Talk to us about MetaMatrix Document Intelligence

Tell us what you need, and our team will get back to you.