IDA Extraction2026-03-05T16:35:54+01:00

Extract exactly what your processes need

Invoice amount, customer ID, contract term: IDA pulls out the data that matters. Less manual validation, higher straight-through processing rates, and clean structured data as the foundation for every downstream step.

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Two extraction modes, one tool

Match the mode to your document or run both in the same workflow.

IDA Extraction Assistant (ExA)

For structured and semi-structured documents

Few-shot learning for forms, invoices, and documents with recurring layouts. Train directly in the browser, no coding required.

IDA LLM Entity Extraction

For unstructured documents

Zero-shot named entity recognition for contracts, cover letters, and free-text documents without a fixed layout. Simple keyword queries instead of upfront training.

What makes IDA Extraction different

Every document holds information that keeps processes moving — if it’s captured accurately and on time. Rule-based systems struggle when layouts change. Without verification, LLM errors pass through undetected. IDA Extraction addresses both.

No-code training with automatic
layout detection

Rule-based extraction tools demand extensive configuration for every new document layout. ExA automatically identifies recurring anchor points and groups similar layouts. You label one template per group, everything else runs automatically. Training happens entirely in the browser.

  • AcroForm fields are detected and prioritized automatically

  • Optional: activate LayoutLM (a multimodal language model) for semi-structured documents

Built-in hallucination prevention

Hallucinations are a known risk in LLM-based extraction. IDA counters this with an integrated verification step: every LLM output is automatically cross-checked against the OCR transcript from IDA Recognition. If the model can’t back it up with what’s in the document, it doesn’t go through.

  • Automatic cross-check against IDA Recognition transcript

  • Reliable LLM extraction even in regulated environments

Prompt validation before go-live

LLM-based extraction introduces a new kind of uncertainty: how reliable is a prompt, really and how does it compare to a different formulation? With IDA, you test prompts against custom ground-truth sets and compare variants objectively before anything goes live. Gut feeling becomes a measurable decision.

  • Prompt validation against ground-truth sets

  • Compare prompt variants before production deployment

IDA Extraction in action

ExA and LLM Entity Extraction – explained in five minutes.

> 91%

Automation rate

> 80%

Time savings through automation

0

Rule books

5 days

Setup time

Technical details

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