Effective-dated
Source, publication and applicability dates remain distinct
Governed workflow design
Trade compliance
LLM Single-shot
Regulatory Intelligence
Notifications, circulars, tariff changes and scheme updates arrive across authorities and effective dates. The difficult work is determining what changed, which records are affected and when a reviewed rule should take effect. Ralixar keeps model assistance behind confidence gates and authorised review.
GOVERNANCE
Confidence-gated intelligence
Missing citations, ambiguous dates, conflicting sources or material legal interpretation force policy review; generated text cannot publish rules.
The problem
Disconnected evidence creates avoidable review work.
Notifications, circulars, tariff changes and scheme updates arrive across authorities and effective dates. The difficult work is determining what changed, which records are affected and when a reviewed rule should take effect.
Impact-linked
Changes map to products, countries and workflows
Governed workflow design
Reviewed rules
Generated summaries cannot alter production controls
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.
LLM Single-shot
Technique in plain English
A retrieval-grounded language model produces a single change summary and candidate impact map with citations to the supplied regulatory source.
Inputs
- Authority notifications, circulars and schedules
- Current and prior country-pack versions
- Product, party, scheme and route attributes
- Open transactions and effective dates
Confidence gate
Missing citations, ambiguous dates, conflicting sources or material legal interpretation force policy review; generated text cannot publish rules.
Rules fallback
Deterministic source comparison, manual impact analysis and versioned rule authoring continue without the model.
What the human decides
A qualified policy owner interprets applicability, approves the rule change, sets its effective date and authorises production release.
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.
Policy source
DGFT publishes foreign-trade notifications and public notices for India.
Directorate General of Foreign TradeCustoms source
CBIC publishes customs notifications and circulars.
Central Board of Indirect Taxes and CustomsReviewed release
Summaries support analysis; tested and approved rule versions control production.
Ralixar country-pack designModules 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.
HS Classification
Review tariff changes against product decisions.
ML Prediction
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Apply released rules to filing readiness.
Document AI
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Track screening-source and policy changes.
ML Prediction
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