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Less typing, fewer errors.

Document AI reads invoices, packing lists, certificates, reports and forms and turns them into structured data. AI agents then check, route and act on that data - drafting, scheduling, answering - while people approve what matters.
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Document AI & AI agents

What It Is

Modern OCR and language models can read documents of many layouts, pick out the fields that matter and check them against each other - an invoice against its purchase order, a packing list against the shipping bill.

Agents connect those steps to your systems with clear limits: what they may do on their own, what needs a human, and a full log of every action. They work best on high-volume, rule-heavy tasks.

How It Works

The system from the sensor to the people who act on it. Every project is sized to the site, but the layers stay the same.

  1. Ingest

    Documents & messages

    PDFs, scans, emails and forms arrive from inboxes, portals or scanners.

  2. Read

    OCR & extraction

    Layout-aware OCR and language models extract fields and tables.

  3. Check

    Rules & matching

    Values validated against master data, other documents and business rules.

  4. Review

    Human in the loop

    Low-confidence items and key decisions go to a person to approve.

  5. Act

    Systems

    Data posted to the ERP or portal, replies drafted, tasks scheduled - all logged.

Key Technologies

The protocols, standards and components we work with on this use case.

AI

  • OCR
  • Large language models
  • Retrieval-augmented generation
  • Document classification
  • Guardrails

Trade documents

  • Commercial invoice
  • Packing list
  • Bill of lading
  • Certificate of origin
  • HS codes
  • e-SANCHIT

Integration

  • REST APIs
  • Email & WhatsApp
  • ERP connectors
  • Audit logs
  • Role-based approval

Typical Deliverables

What a project usually hands over. We agree the exact scope with you before work starts.

  • Document and task inventory with volumes
  • Extraction models tuned on your documents
  • Validation rules and approval flow
  • Integration with ERP, email and portals
  • Review screen for people in the loop
  • Accuracy monitoring and audit logs
The practice behind it: AI & Machine Learning

Where It Applies

Industries where this use case answers a problem we see often. Each links back to the sector page.

Related Use Cases

Let's Scope Your Project.

Tell us about your site and what you want to improve. Our engineers will help you scope a practical first step.

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