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Iotron AI

AI solution · Document Intelligence & NLP

Extract, classify and summarise information from documents and text with AI — and route exceptions to people.

Discuss your documents
See how it works

01The problem

Critical information is locked in PDFs, forms, emails and contracts, and teams re-key it by hand.

The Iotron approach

We measure accuracy field by field, route low-confidence values to a reviewer, and feed every correction back into the system.

02Use cases

Where it makes a difference.

Each one scoped against a real decision, evaluated on your data and integrated with the systems you already run.

  1. 01

    Invoice, KYC and form extraction

  2. 02

    Contract review assistance

  3. 03

    Ticket and email classification

  4. 04

    Summarisation with source links

  5. 05

    Sentiment and topic analysis

03How it works

From data to decision.

The typical architecture, from your data to a decision people can trust. Every stage is evaluated, monitored and logged.

  1. 01InputIngestion and OCR
  2. 02Stage 2Layout and language models
  3. 03Stage 3Field extraction and validation
  4. 04Stage 4Confidence scoring
  5. 05Stage 5Human review queue
  6. 06OutcomeExport to your systems

04Architecture & control

What it takes — and how it stays safe.

What goes in, what the system does with it, and the controls around every stage.

Inputs

Data you need

  • Sample documents across variants
  • The target fields or categories
  • Business rules for validation

System

From data to decision

  1. 01Ingestion and OCR
  2. 02Layout and language models
  3. 03Field extraction and validation
  4. 04Confidence scoring
  5. 05Human review queue
  6. 06Export to your systems

Controls

Security & governance

  • Confidence thresholds
  • Audit trail of edits
  • Sensitive-data redaction

Applied at every stage, not added at the end.

05Industries

Where it is applied.

Industries where we build this capability into operations.

Document Intelligence & NLP: common questions

How accurate is it?

Measured on your documents against a labelled sample; we report by field.

Can it handle several languages?

Depends on the languages and document quality; we test before committing.

Project scenario · Logistics & Supply Chain

Turning invoices, bills of lading and customs forms into clean data — with people checking what matters.

See how the project runs

From our engineers

Measuring accuracy in document extraction

Field-level accuracy, not a single overall score, is what tells you whether a document AI system is ready for production.

Read the article

Get in touch

Ready to discuss Document Intelligence & NLP?

Tell us where document intelligence & nlp could change a decision or a workflow. We will give you an honest view of feasibility, data needs and the first step.