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RIT · CDA

Information extraction

Thousands of pages, one structured, sourced information set.

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Corpus documentaire, extraction structurée, lien vers le passage source

From raw corpus to usable information: extraction, structuring, and a systematic link to the origin passage.

The NEXA impact

To document

reading time saved

To document

sourced facts extracted

To document

cost per file

Information extraction turns corpora nobody can read in full into structured, queryable data. Every extracted fact stays linked to its origin page — verifiable in one click, defensible in audit.

This process’s figures will be published with their source and methodology note once the reference set is arbitrated. No unverified number goes live.

Capabilities

Volume on the left, order on the right

Thousands of heterogeneous pages become a queryable structure: entities, relations, attributes. The platform carries the reading; judgement stays with the experts.

Information extraction — from volume to an ordered graph, the thread of origin preserved Exploded isometric view. An irregular stack of sheets on the left stands for document volume, the platform panel in the centre, an ordered graph of nodes on the right. One gold-filled node is linked by a dotted thread to a specific sheet in the stack: every extracted fact traces back to its source page. PLATFORM DOCUMENT CORPUS KNOWLEDGE GRAPH FACT LINKED TO ITS SOURCE PAGE

Every fact points to its source

An extracted fact without a reference has no value in a controlled environment. Every element carries the link to the exact passage that justifies it, viewable without leaving the screen.

Rapports générés par exécution : langue, documents analysés, statut

End-to-end lineage

From source to result, transformations are traced. An auditor walks the chain back without manual reconstruction.

Product visual coming soon

The check before restitution

The AI judge scores each extraction’s substantiation before an expert sees it. Weak extractions are sorted to the top of review, not discovered in production.

Panneau AUDIT : contrôle par bloc

One family in a structured portfolio.

Catalogue taxonomy — five functions, five families, one maturity axis Matrix crossing five functions in rows — finance, risk and compliance, operations and procurement, marketing and customer, strategy — with five process families in columns — deliverable generation, document knowledge, qualification and recommendation, forward-looking steering, operational acceleration. Progressively filled dots indicate the maturity phase, from empty framing to full run, as per the gold “maturity axis” legend. Dot positions are illustrative. FIVE FUNCTIONS × FIVE FAMILIES GDL DELIVERABLE GENERATION CDA DOCUMENT KNOWLEDGE QRE QUALIFICATION RECOMMENDATION PPR FORWARD-LOOKING STEERING AOP OPERATIONAL ACCELERATION FIN FINANCE RSK RISK & COMPLIANCE OPS OPERATIONS & PROCUREMENT MKT MARKETING & CUSTOMER STR STRATEGY MATURITY AXIS FRAMING DEVELOPMENT POC INDUSTRIALISATION RUN / DEPLOYED

How the process unfolds

Six steps, six evidence artefacts. That is what separates a critical process from text generation.

01

Ingestion & context

Sources selected, access scope applied, personal data detected before execution.

Versioned input log
02

Generation

The engine produces a proposal. Every assertion is linked to its source.

Response + citations
03

Automated check

The AI judge scores compliance, consistency and substantiation, block by block.

Confidence score per block
04

Expert validation

Draft → Reviewed → Approved. Three separate roles: operator, reviewer, approver.

Identity + timestamp
05

Governed feedback

The expert’s feedback is typed, attributed, versioned and replayed on the next process.

Certified memory entry
06

Capitalisation

The validated pattern serves the next process, which starts faster and costs less.

Acceptance ↑ · cost ↓

Users and data

Users
Risk analysts, lawyers, procurement teams, strategy teams
Validators
Process owner, domain expert
Data mobilised
Internal and external corpora, files, contracts, reports
Integrations
IT connectors, warehouses, structured export

Controls and guardrails

  • Substantiation threshold configurable per process
  • Validation disabled when evidence is insufficient
  • Personal-data detection before execution
  • Column contract enforced: any gap is rejected
  • Runs replayable on an auditor’s request
  • Audit Pack exportable over the chosen period

Put this process into production.

A demo on your own documents, not on a demo dataset.

Ready to industrialize your decisions?

The AI that holds up in audit.