Ralixar

Documents and customs

Document AI

Customs Filing and Query Automation

Bill of Entry and Shipping Bill work brings product, valuation, licence, scheme and supporting-document evidence together. Re-keying and disconnected query handling make version control difficult. Ralixar keeps model assistance behind confidence gates and authorised review.

GOVERNANCE

Confidence-gated intelligence

Low extraction confidence, unsupported statements, missing citations or failed validations block progression and require human review.

The problem

Disconnected evidence creates avoidable review work.

Bill of Entry and Shipping Bill work brings product, valuation, licence, scheme and supporting-document evidence together. Re-keying and disconnected query handling make version control difficult.

BoE + SB

Import and export work packs share governed controls

Governed workflow design

Versioned

Every amendment retains author, reason and evidence

Governed workflow design

Human filed

Only an authorised person approves statutory submission

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 prepare fields from confirmed evidence; a retrieval-grounded language model produces one reviewable query summary or response draft.

Inputs

  • Approved shipment and product data
  • Commercial and transport documents
  • Current declaration schema and country-pack rules
  • Customs query text and linked evidence

Confidence gate

Low extraction confidence, unsupported statements, missing citations or failed validations block progression and require human review.

Rules fallback

Deterministic forms, required-field validation and manual drafting continue; submission states and credentials never depend on generated text.

What the human decides

An authorised filer decides declaration values, query response, amendment and submission. Ralixar does not autonomously file customs declarations.

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

Digital filing

ICEGATE provides Indian Customs electronic filing and related services.

ICEGATE portal
Regulator data

Document upload

e-Sanchit supports paperless submission of supporting documents for customs processes.

CBIC — e-Sanchit

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.

Document Intelligence

Prepare source-linked data for the filing pack.

Document AI
Learn more

HS Classification

Carry approved classification into declarations.

ML Prediction
Learn more

Regulatory Intelligence

Apply effective-dated rule changes.

LLM Single-shot
Learn more

Review customs filing and query automation on your own shipment flow.