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RIT · GDL

AI-assisted financial analysis

Indicators computed, commentary written, variances explained.

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From management data to published commentary: computation, figure-anchored drafting, expert validation.

The NEXA impact

The commentary is not written “around” the figures: every sentence is anchored to a precise indicator, verifiable in one click. Variances are detected, explained and submitted for validation — the finance expert remains the signatory.

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

Commentary anchored to the figures

Every sentence of the commentary points to the datum that grounds it — a bar, a series point, a cell. No floating prose in a management document.

Product visual coming soon

FinOps steering of the production

Every run of the ritual is measured: cost, tokens, duration. The finance owner sees what producing the reporting costs — and what it returns.

Détail FinOps : usage sur 12 mois, coût, CO₂, tokens et ROI par entité

The console awaiting validation

The generated deliverable arrives with an “Awaiting validation” status. Nothing goes out without the Draft → Reviewed → Approved pass.

Console générée, badge « En attente de validation »

The execution detail on record

Tabular sources, parameters, template, versions: every run keeps its detail — replayable and exportable with its Audit Pack.

Product visual coming soon

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
Management controllers, actuaries, financial-communication teams
Validators
Reporting owner, delegated CFO
Data mobilised
Management warehouses, closing files, Word/Excel templates
Integrations
Warehouse connectors, DOCX/PDF export, Audit Pack

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

ROI at our clients

GROUPAMA GAN VIE

Stake

Three departments produced their reporting separately, with heterogeneous controls and long cycles.

Goal

Position the core centrally to multiply rituals with a single evidence chain.

3 departments on the same core

3 reporting rituals in production

Published indicators are orders of magnitude measured in client context, not contractual guarantees. No logo, name or figure is published without the client’s explicit consent.

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.