Trade finance document checker
Checks letters of credit against bills of lading, invoices and certificates, and drafts the discrepancy notice.
LC 4471 · 6 documentsPort of discharge: Jebel Ali ≠ Khalifa PortDISCREPANCY · UCP 600 Art. 14(d)
AI for banks that need it to stand up to review.
Tools for onboarding, lending, compliance and service teams, designed for the controls UAE banks already work within.
Where value sits
- Onboarding stalls on document checksTeams re-key Emirates IDs, passports and trade licences and chase mismatches by email.
- Credit memos take days to assembleRelationship managers pull statements, licences and bureau data into the same template every time.
- Compliance queues keep growingAnalysts write the same alert narratives and discrepancy notices by hand.
Use cases
AI across the customer lifecycle.
01
Onboard
- KYC document readerReads Emirates ID, passports and trade licences and flags mismatches.
- Application pre-checkChecks completeness before an application reaches an officer.
02
Lend
03
Monitor
- AML alert summariserTurns transaction-monitoring alerts into a reviewed narrative.
- Policy change trackingSummarises new circulars and maps them to internal policies.
04
Serve
- Staff policy copilotAnswers branch and contact-centre questions with the source cited.
- Complaint triageClassifies complaints in Arabic and English and drafts first replies.
Solutions
SME credit memo drafter
Reads 12 months of bank statements and the trade licence, then drafts the credit memo for the relationship manager.
Applicant · trading LLC · DeiraAvg monthly inflow AED 1.42M · DSCR 1.6×3 RETURNED CHEQUES FLAGGED
AML alert summariser
Turns transaction-monitoring alerts into a reviewed narrative, so analysts close cases faster.
Alert 88213 · 9 days14 cash deposits of similar size, 3 branchesPOSSIBLE STRUCTURING · TO MLRO
Staff policy copilot
Answers branch and contact-centre questions from internal policies and circulars, with the source cited.
Q · Can a non-resident open a savings account?Yes, with passport and proof of address.SOURCE · ACCOUNT OPENING POLICY §3.2
KYC document reader
Reads Emirates ID, passports and trade licences and flags mismatches against the application.
emirates_id_front.jpgName ✓ Expiry ✓ ID number ✗ROUTED TO COMPLIANCE
Questions
Where should a bank start?
With staff-facing tools on internal documents. They carry less risk than customer-facing tools and are easier to measure.
How do you keep a human in control?
Every tool drafts, flags or recommends. Decisions stay with your officers, and every output links back to its source.
