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Banking & Financial Services Β· Algeria, North Africa
Custom Software Dev AI/ML Solutions Mobile Applications Process Automation

800,000 customers. Algeria's first AI fraud detection layer.

A state-affiliated Algerian bank serving 800,000 customers engaged Zyrova to lead a digital transformation initiative β€” delivering a mobile banking application, AI-powered fraud detection, and a modern API banking layer to replace manual branch-dependent services.

ClientBanque Nationale Algerienne (Anonymized)
Duration11 Months
Team Size14 Engineers + 2 PMs + 1 Security Specialist
Year2024
800K Customers Served On new digital banking platform
38% Digital Transaction Rate Within 18 months, approaching 40% target
94% Fraud Detection Precision First AI fraud layer in sector β€” 0.8% false positive
8 min Digital Onboarding vs. 5 branch visits baseline
Project Overview

The Engagement

This institution is one of Algeria's major state-affiliated commercial banks, operating 180 branches across all 48 wilayas and serving 800,000 individual and SME customers. Algeria's banking sector has historically been branch-dependent β€” driven by regulatory tradition, cash culture, and underdeveloped digital infrastructure. However, Algeria's 2022-2026 Digital Transformation of the Banking Sector mandate created both the regulatory permission and institutional pressure for change. This bank's board set a clear objective: 40% of transactions via digital channels within 24 months.

The Challenge

Algeria's banking technology landscape presented unique challenges: core banking infrastructure running on IBM AS/400 systems from the late 1990s; no existing API layer; a customer base with highly varied digital literacy; regulatory requirements for Banque d'AlgΓ©rie approval of any new digital channel; and a security threat landscape that β€” without an existing digital channel β€” had accumulated no institutional experience with online fraud.

Technology Stack
Tools & Platforms Used
Java Spring BootIBM MQReact NativePythonFastAPIOracle DBRedisAWSArabic RTLML/Anomaly Detection

Services Delivered
Custom Software Dev AI/ML Solutions Mobile Applications Process Automation

MarketπŸ‡©πŸ‡Ώ Algeria, North Africa
IndustryBanking & Financial Services
Duration11 Months
Year2024
Our Approach

How We Solved It

We designed a phased transformation: API layer first (enabling all future digital channels), mobile app second, fraud intelligence third.

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Core Banking API Layer

Built an abstraction layer over the legacy AS/400 core banking system using IBM MQ message queuing β€” exposing 47 standardized REST API endpoints for account inquiry, transfers, and transaction history without touching the core.

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Mobile Banking Application

Arabic-first iOS and Android application covering account management, transfers (domestic and inter-bank via Algeria's ATCI clearing system), utility bill payment, and branch/ATM locator β€” designed for users with limited digital literacy.

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AI Fraud Detection Engine

Unsupervised anomaly detection model trained on 4 years of transaction history β€” identifies unusual transaction patterns with 94% precision at 0.8% false positive rate. First AI fraud layer in Algerian banking sector.

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Digital Onboarding

Contactless account opening via NIN (national identity number) verification, liveness check, and document scanning β€” reducing new account processing from 5 branch visits to a single 8-minute mobile flow.

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Banque d'AlgΓ©rie Integration

Full compliance with Banque d'AlgΓ©rie circular 08-11 on electronic banking β€” including mandatory transaction logging, fraud reporting APIs, and overnight regulatory batch reporting.

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Digital Channel Analytics

Real-time dashboard tracking digital adoption rates by branch, region, customer demographic, and product β€” giving the Digital Transformation Director live visibility into the 40% target progress.

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Zyrova understood something critical: our customers have not grown up with mobile banking. The application they built is the simplest, most intuitive banking app I have seen β€” and it works on 3G networks in rural wilayas where our customers live. The fraud system stopped 127 fraudulent transactions in the first month alone.

Amar Bellakhdar Director of Digital Transformation Β· Banque Nationale Algerienne (Anonymized)
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