About AECB-Parser Engine

Automating Al Etihad Credit Bureau (AECB) report extraction, turning multi-page financial PDFs into structured Excel sheets instantly.

Operational Outcomes

  • Extract borrower salary, active loans, credit card balances, and bounce check records in seconds.
  • Standardize AECB financial metrics across underwriting teams and credit risk portfolios.
  • Enable hybrid LLM AI assistance automatically when PDF table layouts deviate from standard formats.

Hybrid Parsing Engine Architecture

The core engine pairs deterministic regex extraction rules with optional Gemini LLM vision models to recover structured financial signals from complex PDF layouts, scanned documents, and multi-file ZIP bundles.

Confidentiality & Single-Session Isolation

Financial credit reports require strict security. AECB-Parser processes PDF files in memory, enforcing HTTP-Only cookie JWT session guards, tenant isolation, and zero public data retention.

Engineering & Technology Standards

AECB-Parser is developed by Ufuq Tech under technical lead Ahmed Fahmy to provide robust, enterprise-grade credit report parsing solutions across UAE and GCC markets.