Case Studies
Real Results & Proven Impact

Real Results. Proven Methodologies. Measurable Impact.

Discover how we've helped organizations across Saudi Arabia and Egypt transform their supply chains through data-driven insights and analytical excellence.

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2025 Saudi Arabia

Multi-Branch Inventory Optimization

Retail / FMCG
3 months

Challenge: A retail chain operating dozens of branches was bleeding revenue from persistent stockouts on fast-moving items while tying up capital in excess inventory of slow movers. With 2+ years of sales history across thousands of SKUs, the team had no systematic way to anticipate demand shifts at each branch. Replenishment was based on seller intuition and historical averages, leading to chronic imbalances. Leadership needed a scientific approach to forecasting that could account for seasonality, branch-level variation, and supply lead times.

Analytical Methods
Time Series Analysis ABC Classification Linear Regression Forecasting Safety Stock Optimization +3 تحليل السلاسل الزمنية تصنيف ABC التنبؤ بالانحدار الخطي تحسين مخزون الأمان +3
Key Outcomes
Improved forecast accuracy through statistical and ML-based models
Reduced stockout frequency while better managing inventory levels
Improved inventory turnover across branches through better demand visibility
تحسين دقة التنبؤ من خلال النماذج الإحصائية والمستندة إلى تعلم الآلة
تقليل تكرار نفاد المخزون مع إدارة أفضل لمستويات المخزون
تحسين دوران المخزون عبر الفروع من خلال رؤية طلب أفضل
2025 Saudi Arabia

Long-term Strategic Demand Forecasting

Distribution / Warehousing
3 months

Challenge: A distribution company standing at a crossroads—facing major expansion decisions with millions on the line, yet lacking the data-backed projections needed to justify capacity investments or plan facility growth. Without 10-year demand forecasts, every expansion proposal was a leap of faith rather than a calculated strategy.

Analytical Methods
Linear Regression Long-term Trend Analysis Scenario Planning Growth Rate Modeling +3 الانحدار الخطي تحليل الاتجاه طويل الأجل تخطيط السيناريو نمذجة معدل النمو +3
Key Outcomes
Delivered comprehensive 10-year demand forecast by product line
Identified strategic growth opportunities and market trends
Supported capacity expansion decisions with quantitative analysis
تقديم تنبؤ شامل بالطلب لمدة 10 سنوات حسب خط الإنتاج
تحديد فرص النمو الاستراتيجي والاتجاهات السوقية
دعم قرارات توسع القدرات بتحليل كمي
2025 Saudi Arabia

Individual Supply Chain Skills Training

Professional Development
7 weeks

Challenge: A professional who wanted to advance their career but felt stuck—watching peers move into supply chain leadership roles while they lacked the forecasting, analytical, and inventory management skills those positions demanded. The gap between ambition and expertise was holding them back from the next step.

Analytical Methods
Personalized Learning Assessment Regression Analysis Training Demand Forecasting Methods Inventory Control Models +2 تقييم التعلم المخصص تدريب تحليل الانحدار أساليب التنبؤ بالطلب نماذج مراقبة المخزون +2
Key Outcomes
Enhanced individual skills in forecasting and inventory management
Improved practical application of regression analysis
Prepared for advanced supply chain roles
تعزيز المهارات الفردية في التنبؤ وإدارة المخزون
تحسين التطبيق العملي لتحليل الانحدار
الاستعداد للأدوار المتقدمة في سلاسل الإمداد
2024 Egypt

Food Supply Chain Value Chain Analysis

Food & Beverage / Wheat Distribution
4 months

Challenge: Egypt's wheat-to-bread supply chain is one of the most complex in the world — involving government subsidies, international wheat imports, multiple processing stages, and a vast distribution network feeding millions. A major player in this chain needed to understand where value was created and lost, which bottlenecks drove the highest costs, and how policy changes would ripple through the system. Traditional analysis was insufficient for a system this interconnected.

Analytical Methods
Value Chain Mapping System Dynamics Modeling Stakeholder Analysis Network Structure Analysis +3 رسم خرائط سلسلة القيمة نمذجة ديناميكيات النظام تحليل أصحاب المصلحة تحليل هيكل الشبكة +3
Key Outcomes
Delivered comprehensive value chain map identifying all key touchpoints
Quantified transportation capacity constraints with specific improvement recommendations
Developed simulation model for policy scenario testing
تسليم خريطة شاملة لسلسلة القيمة تحدد جميع نقاط الاتصال الرئيسية
قيود قدرة النقل الكمية مع توصيات تحسين محددة
تطوير نموذج محاكاة لاختبار سيناريوهات السياسة
2024 Saudi Arabia

Inventory Consultation & Supply Chain Training

Construction Materials / Building Supplies
6 weeks

Challenge: A building materials retailer with 6 employees had been managing purchasing decisions entirely by experience — with no demand forecasting process and no inventory control models in place. Stockouts of fast-moving products and excess stock of slow-moving items were eroding margins and tying up working capital. Management needed both the knowledge and the practical tools to shift to data-driven inventory management. The engagement required a combined approach: structured training to build capacity, and hands-on consultation to build and implement models directly on the company's own data.

Analytical Methods
Demand Forecasting (Moving Average, Exponential Smoothing) Regression Analysis & Time-Series Modelling EOQ (Economic Order Quantity) Reorder Point (ROP) Calculation +2 التنبؤ بالطلب (المتوسط المتحرك، التمهيد الأسي) تحليل الانحدار ونمذجة السلاسل الزمنية كمية الطلب الاقتصادية (EOQ) حساب نقطة إعادة الطلب (ROP) +2
Key Outcomes
Trained 6 employees on forecasting and inventory management from theory to practice
Built and deployed Excel-based inventory models on the company's live product catalogue
Automated purchase-order calculations, reducing manual ordering effort significantly
تدريب 6 موظفين على التنبؤ وإدارة المخزون من النظرية إلى التطبيق
بناء ونشر نماذج مخزون قائمة على Excel على كتالوج منتجات الشركة الفعلي
أتمتة حسابات طلبات الشراء مما قلّل جهد الطلب اليدوي بشكل ملحوظ
2024 Saudi Arabia

Logistics Operational Performance Monitoring

Logistics / Payment Processing
7 months

Challenge: A logistics operator flying blind on performance—running processing centers and delivery fleets with no dashboard, no KPI tracking, and no way to tell which customers were profitable and which were quietly draining margins. On-time delivery was a hope, not a measured metric, and problems surfaced only after they had already escalated.

Analytical Methods
KPI Dashboard Design Performance Metrics Tracking On-time Delivery Analysis Process Anomaly Detection +3 تصميم لوحة معلومات مؤشرات الأداء الرئيسية تتبع مقاييس الأداء تحليل التسليم في الوقت المحدد كشف تشوهات العملية +3
Key Outcomes
Implemented real-time operational visibility across all processing centers
Improved on-time processing rate by 25%
Identified unprofitable customer segments for strategic decisions
تنفيذ الرؤية التشغيلية في الوقت الفعلي عبر جميع مراكز المعالجة
تحسين معدل المعالجة في الوقت المحدد بنسبة 25%
تحديد شرائح العملاء غير المربحة للقرارات الاستراتيجية
2024 Egypt

Transportation Fleet Cost Structure Analysis

Transportation / Fleet Management
1 month

Challenge: A fleet operator who didn't know their true cost per kilometer—running trucks across routes without ever breaking down what fixed and variable costs actually added up to. Pricing was set by market rates rather than actual costs, meaning some routes were subsidizing losses on others without anyone knowing it.

Analytical Methods
Cost Structure Analysis Fixed vs Variable Cost Segmentation Activity-Based Costing Cost Driver Analysis +2 تحليل هيكل التكلفة تجزئة التكاليف الثابتة والمتغيرة التكلفة على أساس النشاط تحليل محرك التكلفة +2
Key Outcomes
Delivered comprehensive cost breakdown by truck and route
Identified 20% cost reduction opportunities through operational improvements
Established accurate pricing model based on true costs
تقديم تفصيل شامل للتكاليف حسب الشاحنة والمسار
تحديد فرص تقليل التكاليف بنسبة 20% من خلال التحسينات التشغيلية
وضع نموذج تسعير دقيق بناءً على التكاليف الحقيقية
2024 Saudi Arabia

Strategic Supplier Selection & Evaluation Framework

Procurement / Sourcing
2 months

Challenge: A manufacturer who learned the hard way that choosing suppliers by price alone was costing them quality, delivery reliability, and ultimately more money than they were saving. With no formal evaluation process, every sourcing decision was a roll of the dice—low bids won contracts, but late deliveries and quality rejects erased the savings.

Analytical Methods
Multi-Criteria Decision Analysis (MCDA) Weighted Scoring Model Supplier Risk Assessment Total Cost of Ownership (TCO) +2 تحليل القرار متعدد المعايير (MCDA) نموذج التسجيل المرجح تقييم خطر المورد إجمالي تكلفة الملكية (TCO) +2
Key Outcomes
Implemented comprehensive supplier evaluation process
Reduced supplier-related quality issues by 35%
Improved on-time delivery performance through better supplier selection
تنفيذ عملية تقييم شاملة للموردين
تقليل مشاكل الجودة المتعلقة بالمورد بنسبة 35%
تحسين أداء التسليم في الوقت المحدد من خلال اختيار أفضل للموردين
2024 Saudi Arabia

Strategic Supply Chain Consultation Assessment

Strategic Planning
2 weeks

Challenge: Organizations across industries needing structured supply chain consulting methodology — covering assessment frameworks, training delivery, and actionable improvement roadmaps tailored to their operational context.

Analytical Methods
Consulting Methodology Design Structured Assessment Framework Training Curriculum Development Executive Presentation & Reporting +2 تصميم المنهجية الاستشارية إطار التقييم المهيكل تطوير منهج التدريب العرض التقديمي التنفيذي وإعداد التقارير +2
Key Outcomes
Established comprehensive supply chain consulting methodology and framework
Created structured training materials covering forecasting, inventory, and strategic planning
Delivered executive presentations summarizing key supply chain improvement areas
وضع منهجية وإطار استشاري شامل لسلاسل الإمداد
إنشاء مواد تدريب مهيكلة تغطي التنبؤ وإدارة المخزون والتخطيط الاستراتيجي
تقديم عروض تنفيذية تلخص مجالات تحسين سلاسل الإمداد الرئيسية
2023 Saudi Arabia

Retail Sales Data Analysis & Forecasting

Retail Operations
2 months

Challenge: A retailer sitting on a goldmine of over 125MB of historical transaction data—years of sales records collecting digital dust with no way to turn them into actionable insights. Without forecasting or analytical capabilities, every inventory decision was a guess, and demand planning was driven by gut feeling rather than evidence.

Analytical Methods
Time Series Forecasting Descriptive Statistics Sales Pattern Analysis Lead Time Analysis +3 التنبؤ بالسلاسل الزمنية الإحصاء الوصفي تحليل أنماط المبيعات تحليل وقت التسليم +3
Key Outcomes
Processed 3+ years of transaction data successfully
Identified top-selling product categories and seasonal patterns
Delivered accurate demand forecasts with 80%+ accuracy
معالجة أكثر من 3 سنوات من بيانات المعاملات بنجاح
تحديد فئات المنتجات الأكثر مبيعًا والأنماط الموسمية
تقديم تنبؤات دقيقة بالطلب بدقة تزيد عن 80%
2023 Egypt

Procurement Item Analysis & Optimization

Procurement / Food Distribution
1 month

Challenge: A food distributor drowning in purchase data with no clear picture of where the money was going—thousands of SKUs sourced from dozens of suppliers, yet procurement decisions were made item by item without ever seeing the spending patterns, consolidation opportunities, or cost outliers hidden in the data.

Analytical Methods
Item-Level Data Analysis Spend Analysis Supplier Price Comparison Order Pattern Analysis +2 تحليل البيانات على مستوى الصنف تحليل الإنفاق مقارنة أسعار الموردين تحليل نمط الطلب +2
Key Outcomes
Conducted detailed item-level spend analysis across procurement categories
Identified top-selling items and their contribution to overall spend
Mapped supplier pricing patterns and consolidation opportunities
إجراء تحليل إنفاق مفصل على مستوى الصنف عبر فئات المشتريات
تحديد البنود الأكثر مبيعًا ومساهمتها في الإنفاق الإجمالي
رسم أنماط تسعير الموردين وفرص التوحيد
2023 Saudi Arabia

Supply Chain Optimization & AI-Powered Demand Forecasting

Retail / FMCG
16+ months

Challenge: A leading FMCG retail chain in Saudi Arabia operating across 7 warehouses and dozens of branches was losing revenue to chronic stockouts while simultaneously overstocking slow-moving items. With 5 years of fragmented sales data spanning thousands of SKUs, the team relied on spreadsheets and intuition for replenishment decisions. There was no central demand forecasting system, no S&OP process in place, and no visibility into branch-level demand patterns. Executive leadership recognized the need for a transformation: from gut-feel ordering to AI-powered, data-driven supply chain management.

Analytical Methods
Machine Learning Forecasting (ANN, XGBoost, Prophet) Time Series Analysis & Regression SKU & Family-Level Demand Disaggregation Inventory Modeling (Safety Stock, ROP, EOQ) +3 التنبؤ بالتعلم الآلي (الشبكات العصبية، XGBoost، Prophet) تحليل السلاسل الزمنية والانحدار تفكيك الطلب على مستوى الصنف والعائلة نمذجة المخزون (مخزون الأمان، نقطة إعادة الطلب، كمية الطلب الاقتصادية) +3
Key Outcomes
Delivered production-grade ML forecasting pipeline processing 5 years of multi-branch data
Built interactive dashboards enabling real-time branch-level demand monitoring and inventory decisions
Established S&OP process with structured executive review cycles
تقديم خط أنابيب تنبؤ بالإنتاج بتعلم الآلة يعالج 5 سنوات من بيانات الفروع المتعددة
بناء لوحات معلومات تفاعلية تمكن المراقبة في الوقت الفعلي للطلب على مستوى الفرع وقرارات المخزون
وضع عملية S&OP مع دورات مراجعة تنفيذية مهيكلة

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