Ralixar

Finance and settlement

Document AI

Trade Finance Reconciliation

Shipment, invoice, bank advice, remittance and regulatory closure references use different identifiers and timing. Manual matching leaves short realisation, ageing and closure gaps difficult to explain. Ralixar keeps model assistance behind confidence gates and authorised review.

GOVERNANCE

Confidence-gated intelligence

Weak identifiers, amount or currency conflicts, duplicate candidates and material short realisation require controller review.

The problem

Disconnected evidence creates avoidable review work.

Shipment, invoice, bank advice, remittance and regulatory closure references use different identifiers and timing. Manual matching leaves short realisation, ageing and closure gaps difficult to explain.

EDPMS-linked

Export closure work remains connected to shipment evidence

Governed workflow design

e-BRC-aware

Realisation references and status stay visible

Governed workflow design

Human closed

Settlement and regulatory closure require authorised review

Governed workflow design

The AI under the hood

A named technique behind an explicit control boundary.

The model has a bounded job. It does not own the workflow or decide what a person must do.

Document AI

Technique in plain English

Document models extract bank and remittance references; probabilistic record linkage ranks candidate matches across shipment, invoice and settlement records.

Inputs

  • Commercial invoices and shipping references
  • Bank advice, FIRA or FIRC evidence where applicable
  • Amounts, currencies, dates and counterparties
  • EDPMS and e-BRC status references

Confidence gate

Weak identifiers, amount or currency conflicts, duplicate candidates and material short realisation require controller review.

Rules fallback

Exact-reference, amount, currency, date and ageing rules continue; unmatched records remain open rather than being forced into a match.

What the human decides

Finance approves reconciliation, follow-up, adjustment, write-off and regulatory closure with the authorised dealer bank where required.

Evidence and expected outcomes

Industry evidence, not invented product proof.

Each item states its source class and boundary. Ralixar is pre-launch; these figures do not claim customer outcomes.

Regulator data

e-BRC

DGFT operates electronic bank realisation certificate services for exporters.

DGFT — e-BRC

Modules involved

One workflow across a shared shipment record.

Each module works on the same evidence, event and decision history.

Related solutions

Continue through the same operating record.

Freight Audit and Reconciliation

Connect approved operating cost to settlement.

Document AI
Learn more

Conversational Analytics

Ask governed questions of ageing and closure.

LLM Single-shot
Learn more

Regulatory Intelligence

Track policy changes affecting closure work.

LLM Single-shot
Learn more

Review trade finance reconciliation on your own shipment flow.