Hundreds of pages in.
Structured data out.

Document Understanding is a foundational capability of the platform. Read, interpret and structure any document — contracts, scans, customer files, sustainability reports, energy certificates, KYC packs, financial statements — with full context, embedded data, metadata and replay-equivalent extractions on every field. No hallucinations, no guesswork, no manual re-tickmarking.

Scope
Hundreds of pages per document
Formats
PDF · DOCX · scans · images · email
Determinism
Replay-equivalent · zero hallucinations
Output
Structured · signed · auditable
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Capabilities
What it actually does.
01
The whole page, understood.
Context, layout, embedded data, metadata, tables, stamps, signatures, handwritten annotations. The system reads the document the way a human would — and surfaces uncertainty exactly where it appears.
02
Replay-equivalent extractions.
Intelligent Context Alignment makes every extraction replay-equivalent — re-run the same document and the same statements come back. When something drifts or the confidence isn't high enough, the system raises an alert instead of guessing an answer.
03
Process automation at scale.
Extract once, route everywhere. Documents flow into your downstream systems — ledgers, CRMs, case files, data warehouses — with structure, lineage and approvals intact. The full document process, automated end-to-end.
Where it lands
A foundation that touches almost every document workflow.
  1. Finance
    Financial statement analysis
    Balance sheets, P&Ls, cash-flow statements, annual reports — extracted with per-figure lineage, ready for analysis. The dedicated finance workflow lives on Financial Document Analysis.
  2. ESG
    Sustainability & ESG reports
    Emission disclosures, EU Taxonomy alignment, supplier scorecards. Extract the underlying figures and the narrative they sit in — structured for the way your ESG team works with the data.
  3. Real estate · energy
    Energy certificates (Energieausweise)
    Building data, energy figures and efficiency ratings extracted in the structure your downstream systems expect — DIN-conformant fields, replayable on every run.
  4. Onboarding · compliance
    KYC & customer documents
    Identity documents, proof of address, beneficial-owner records, customer files — extracted, validated, and signed. Reviewers only see the fields that fall below confidence.
Built on AIOP
More than OCR — a guarantee.
Document Understanding inherits every AIOP guarantee. Extractions are correlated to the request that produced them, contained behind a policy boundary, and attested by a named reviewer when confidence is low. The result isn't just structured data — it's data you can defend.
  • Field-level lineage in every Evidence Pack.
  • Deterministic replay — re-run any extraction with the original document.
  • Row-level compliance — extractions gated per record.
  • Sovereign deployment modes — managed, dedicated, or fully on-prem.
  • Direct routes into downstream ledgers, CRMs, data warehouses.
  • Human-in-the-loop sign-off where the confidence threshold demands it.
In action
Financial Document Analysis on Predictable AI
Composes with
From the page to the workflow.
Document Understanding is a foundation. These applications build on top of it — same extraction guarantees, sharper vertical focus.
Solutions
Financial Document Analysis
Statements, KPIs and ratios extracted in minutes. Figure-level lineage, Excel-native output.
/solutions/financial-document-analysis
Solutions
Process Automation
From inbox to ledger — full document processes automated with the same guarantees.
/solutions/process-automation
Solutions
Knowledge Management
Turn extracted data into a queryable knowledge layer your teams and agents can use.
/solutions/knowledge-management
Solutions
Risk & Compliance Classification
Classify, route and gate documents against your policy — extracted fields become the basis.
/solutions/risk-compliance-classification
Send us a real document.
Pick the messiest one — long, multi-language, mixed scans and tables. We'll extract it, walk you through the lineage, and show you the structured output.
Request demoAll solutions