Case Studies
Real projects, measurable results. See how we help clients turn data into competitive advantage.
Waste Reduction Optimization with Predictive ML – Manufacturing Sector
Up to 50% waste reduction per work order, 35%+ surplus improvement. ML-based waste forecasting, ERP integration, automated alerts.
Read Full Case StudyQuotation Process Automation with ML – Manufacturing Sector
From hours-long manual quotes to minutes. >85% accurate ML recommendations, API, web interface, up to 4 personalized offers per click.
Read Full Case StudyPricing Optimization with Van Westendorp Model – Manufacturing Sector
Price discrepancies reduced >50% vs. competitors. Van Westendorp methodology, optimal price ranges, real-time pricing tool for sales.
Read Full Case StudyData Management Strategy & Governance Roadmap – Manufacturing Sector
Three-year data strategy aligned with digital transformation. Assessment across 10 focus areas, roadmap for Center of Excellence in Analytics.
Read Full Case StudyHR Analytics Transformation – Manufacturing Sector
Centralized visibility, real-time insights & faster people decisions. Datamarts, ETL, dashboards, and automated alerts for HR leadership.
Read Full Case StudyCustomer 360-Degree View Implementation – Banking Sector
From manual Excel to automated datamart. >80 variables per customer, unified view, segmentation & real-time campaign readiness.
Read Full Case StudyCollections Campaign Automation – Banking Sector
100% reduction in manual tasks, ~20 hours saved weekly. Automated pipelines, OLAP cubes, real-time visibility and commission calculation.
Read Full Case StudyBank Data Warehouse Modernization & Analytics Platform Transformation
Unified data sources, scalable analytics. Data load <2 hours, 1,000+ tables integrated, 6 datamarts + OLAP cubes, readiness for credit scoring.
Read Full Case StudyPrepaid Product Recommendation Engine – Telecommunications Sector
15% penetration increase, 20% package sales increase. ML recommendations via association rules & clustering, integrated in CRM and USSD.
Read Full Case StudyPrepaid Customer Churn Reduction – Telecommunications Sector
Churn reduced from >32% to <15% with XGBoost-based predictive ML. Cross-functional anti-churn strategies for prepaid base.
Read Full Case StudyReputational Intelligence & Real-Time Campaign Monitoring – Africa / South Africa Region
50% reduction in negative comments, 45% increase in engagement. AI monitoring across social, YouTube, TikTok for 60M audience, refresh every 4h.
Read Full Case StudyData Load & Extract Optimization with Tableau Prep – Media Buying & Analytics Sector
From hours of manual processing to minutes. Tableau Prep flows, Snowflake + BigQuery + Excel, ~35 workbooks, real-time access.
Read Full Case StudyNLP-Powered Customer Care Insights – Pension Fund Sector
>86% accurate sentiment analysis. Actionable insights from social media, emails & service DBs across 20+ business processes.
Read Full Case StudyCustomer Clustering for Debt Recovery & Retention – Energy Sector
10% improvement in debt collection, 40% increase in BTL campaign effectiveness. ML-based segmentation integrated into the Data Warehouse.
Read Full Case StudyB2B Onboarding Acceleration – Meat Products Sector
From low adoption to 30% onboarding in one quarter. Data-driven prioritization, predictive models, and targeted strategies for 32,000 businesses.
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