Case Studies ·

Proven supply chain results, by industry

Twelve engagements across retail, logistics, manufacturing and procurement, with measurable impact through data, forecasting, and AI in Saudi Arabia and Egypt.

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12
Engagements
9
Industries
2
Countries
3
Years (2023–2025)
Featured engagement

The flagship

AI-Powered Forecasting · Retail / FMCG

Supply Chain Optimization & AI-Powered Demand Forecasting

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.

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
Saudi Arabia 16+ months 2023
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Supply Chain Optimization & AI-Powered Demand Forecasting Neural network brain with synaptic connections, data pipeline flowing to forecast chart, ML/ANN/XGBoost pipeline nodes, binary code rain, and pulsing AI badge for AI-powered supply chain demand forecasting. 01101 10010 11001 00110 10110 01011 11010 AI ML ML ANN XGBoost Demand Forecast Q1 Q2 Q3 Q4 S&OP D P R S M AI Powered Coverage 7 Warehouses Historical 5Y Data
The work

All case studies

Filter by industry to see the challenge, the methods applied, and the outcomes delivered. Each links to a full write-up.

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2025 Multi-Branch Inventory Optimization Central warehouse hub connected to six retail branch nodes in orbital layout with animated data flow paths, mini bar charts per branch, and a KPI dashboard showing stock levels for retail FMCG inventory optimization. WH Central Hub Branch 1 Cairo N Branch 2 Alex. Branch 3 Giza Branch 4 6th Oct Branch 5 Nasr City Branch 6 Heliopolis Stock Levels Optimal 4 Low Stock 1 Critical 1 Avg. Fill Rate 94.2% Reorder Status 0% 100% 70% Coverage SKU sync demand reorder alloc. stock transfer
Retail / FMCG

Multi-Branch Inventory Optimization

Saudi Arabia 3 months

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.

Improved forecast accuracy through statistical and ML-based models Reduced stockout frequency while better managing inventory levels
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2025 Long-term Strategic Demand Forecasting Animated illustration of long-term demand forecasting with timeline, trend line, seasonal wave pattern, horizon markers, and crystal ball icon S1 S2 S3 S4 S5 S6 SEASONAL PATTERN 2023 2024 2025 2026 2027 2028 S SHORT 1-6 months M MEDIUM 6-24 months L LONG 2-5 years 94.2% ACCURACY 3.8% MAPE 97% COVERAGE 5yr HORIZON STRATEGIC DEMAND FORECASTING
Distribution / Warehousing

Long-term Strategic Demand Forecasting

Saudi Arabia 3 months

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.

Delivered comprehensive 10-year demand forecast by product line Identified strategic growth opportunities and market trends
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2025 Individual Supply Chain Skills Training Person silhouette at center with skill nodes orbiting around, progress ring filling up, and lightbulb icon for individual supply chain professional development training. 👤 📊 Forecast 📦 Inventory 🛒 Procure 🚚 Logistics 📈 Analytics 🎯 Strategy 💡 Ideas 📖 Learning Skills Progress 6 Core Modules Training Type 1-on-1 Custom Program
Professional Development

Individual Supply Chain Skills Training

Saudi Arabia 7 weeks

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.

Enhanced individual skills in forecasting and inventory management Improved practical application of regression analysis
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2024 Food Supply Chain Value Chain Analysis Horizontal value chain flow from wheat grain through processing stages to bread delivery, with hexagonal stage nodes, flowing connecting arrows, and an Egyptian wheat motif for food supply chain analysis. 🌾 Wheat 🏭 Mill 🍞 Process 🚚 Distribute 🏪 Consumer Input Process Add Value Deliver Value Feedback Loop Value Chain Stages 5 Wheat → Consumer 🦅
Food & Beverage / Wheat Distribution

Food Supply Chain Value Chain Analysis

Egypt 4 months

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.

Delivered comprehensive value chain map identifying all key touchpoints Quantified transportation capacity constraints with specific improvement recommendations
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2024 Inventory Consultation & Supply Chain Training Clipboard with checklist at center, training module badges in grid, graduation cap floating above, and construction material icons for corporate supply chain training. Training Training Plan ✓Forecasting ✓Inventory Mgmt ✓Excel Models ✓Procurement ✓KPI Tracking 75% Complete 📊 Analytics 📦 Inventory 🛒 Purchasing 🏗️ Materials Trainer Trainee Trained 6 Employees
Construction Materials / Building Supplies

Inventory Consultation & Supply Chain Training

Saudi Arabia 6 weeks

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.

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
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2024 Logistics Operational Performance Monitoring Animated illustration of logistics performance monitoring with KPI gauge speedometer, line chart, status indicators, delivery truck icon, and orbital rings 0 25 50 75 100 87.3 PERFORMANCE ON-TIME DELIVERY % 100 95 90 85 W1 W2 W3 W4 W5 W6 SYSTEM STATUS Delivery Rate 98.2% Fleet Utilization 94.7% Transit Time 3.2d Cost/KM $1.24 247 DELIVERIES 12 ACTIVE ROUTES 99.1% UPTIME 2.4h AVG DELAY OPERATIONAL PERFORMANCE
Logistics / Payment Processing

Logistics Operational Performance Monitoring

Saudi Arabia 7 months

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.

Implemented real-time operational visibility across all processing centers Improved on-time processing rate by 25%
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2024 Transportation Fleet Cost Structure Analysis Animated SVG showing a donut chart of transportation cost breakdown with delivery trucks, road, and GPS route markers. Transportation Fleet Cost Structure $ COST % Fuel 35% Maintenance 25% Labor 20% Insurance 12% FLEET 142 Units AVG COST $2.18/mi ROUTES 38 Active SAVINGS +12.4%
Transportation / Fleet Management

Transportation Fleet Cost Structure Analysis

Egypt 1 month

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.

Delivered comprehensive cost breakdown by truck and route Identified 20% cost reduction opportunities through operational improvements
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2024 Strategic Supplier Selection & Evaluation Framework Animated SVG showing a balanced scorecard matrix for supplier evaluation with a selection funnel, plotted suppliers, and a handshake partnership symbol. Supplier Selection & Evaluation Framework Many Screen Select Cost Efficiency Quality Score Low High Low High NICHE STRATEGIC AVOID VALUE S1 S2 S3 S4 S5 IDEAL S6 Strategic Partnership CRITERIA 12 Factors TOP SCORE 94.2 / 100 EVALUATED 48 Suppliers RISK Low - 0.12 $ Quality 35% Cost 30% Delivery 20% Flexibility 15%
Procurement / Sourcing

Strategic Supplier Selection & Evaluation Framework

Saudi Arabia 2 months

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.

Implemented comprehensive supplier evaluation process Reduced supplier-related quality issues by 35%
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2024 Strategic Supply Chain Consultation Assessment Five-pillar strategy framework in pentagon layout with Assessment, Analysis, Planning, Implementation, Monitoring pillars, compass at center, connecting flow lines, and mini SWOT grid for strategic consultation. N 📋 Assessment 🔍 Analysis 📐 Planning ⚙️ Implement 📊 Monitor SWOT Analysis Strengths Weakness Opportunities Threats Framework 5-Pillar Consulting Method
Strategic Planning

Strategic Supply Chain Consultation Assessment

Saudi Arabia 2 weeks

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

Established comprehensive supply chain consulting methodology and framework Created structured training materials covering forecasting, inventory, and strategic planning
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2023 Retail Sales Data Analysis & Forecasting Animated illustration of retail sales analysis with bar charts, forecast line graph, magnifying glass overlay, and floating product icons 500 400 300 200 100 320 360 260 400 440* Q1 Q2 Q3 Q4 Proj QUARTERLY SALES HISTORICAL FORECAST Jan Mar Jun Sep Dec DEMAND FORECAST % $ SALES ANALYTICS
Retail Operations

Retail Sales Data Analysis & Forecasting

Saudi Arabia 2 months

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.

Processed 3+ years of transaction data successfully Identified top-selling product categories and seasonal patterns
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2023 Procurement Item Analysis & Optimization Isometric 3D analysis cube with Pareto chart and cost reduction visualization for procurement optimization case study. Supplier Category Volume Cost Savings PO Tracker SKU Supplier Category Volume Pareto Analysis (80/20) 100% 75% 50% 25% A B C D E F 80% 80 / 20 Rule -32% $ Cost Savings 28% Reduced T Lead Time 45% Faster Q Quality Rate 99.2% Score S Suppliers 120 Optimized C Compliance 100% Audit Optimized
Procurement / Food Distribution

Procurement Item Analysis & Optimization

Egypt 1 month

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.

Conducted detailed item-level spend analysis across procurement categories Identified top-selling items and their contribution to overall spend
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2023 Supply Chain Optimization & AI-Powered Demand Forecasting Neural network brain with synaptic connections, data pipeline flowing to forecast chart, ML/ANN/XGBoost pipeline nodes, binary code rain, and pulsing AI badge for AI-powered supply chain demand forecasting. 01101 10010 11001 00110 10110 01011 11010 AI ML ML ANN XGBoost Demand Forecast Q1 Q2 Q3 Q4 S&OP D P R S M AI Powered Coverage 7 Warehouses Historical 5Y Data
Retail / FMCG

Supply Chain Optimization & AI-Powered Demand Forecasting

Saudi Arabia 16+ months

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.

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
Read case study

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