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RIT · CDA

Information extraction

Thousands of pages, one structured, sourced information set.

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

The NEXA impact

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 ritual’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.

Product visual coming soon

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

How the ritual unfolds

Six steps, six evidence artefacts. That is what separates a critical ritual 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 ritual.

Certified memory entry
06

Capitalisation

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

Acceptance ↑ · cost ↓

Users and data

Users
Risk analysts, lawyers, procurement teams, strategy teams
Validators
Ritual 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 ritual
  • 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 ritual 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.