Success Stories
Proven Impact Across Every Industry
Over 25 years, we've delivered measurable outcomes for 100+ enterprise organizations across banking, pharma, telecom, retail, and beyond.
ARGUS – Enterprise Risk & Performance Analytics Platform
Led the end-to-end delivery of ARGUS — a large Turkish private bank's enterprise risk and performance analytics platform. The platform integrates credit risk, market risk, and financial performance data into a single analytical layer.
Key Results
Single integrated risk/finance data mart serving 500+ internal users. Real-time Basel III capital ratio monitoring. 60% reduction in manual report preparation.
Actuarial & Financial Planning Platform
Implemented an actuarial and financial planning platform for a major life insurance company, automating the translation of actuarial projections into financial plans and enabling dynamic scenario modelling.
Key Results
Reduced actuarial-to-finance reporting cycle by 50%. Enabled monthly rolling forecast with scenario comparison.
Branch Performance & Profitability Analytics
Delivered a branch-level performance and profitability analytics solution for a mid-size private bank, enabling management to evaluate revenue, cost, and risk metrics at granular branch and product levels.
Key Results
Enabled product-level P&L visibility at branch level. Improved banker incentive calculations accuracy.
Claims Analytics & Loss Ratio Optimization
Delivered a claims analytics solution for a large non-life insurance company, providing actuaries and claims managers with deep visibility into loss ratios, claims frequency, and reserve adequacy across all product lines.
Key Results
Identified 15% improvement opportunity in claims reserves. Reduced loss ratio reporting time from 2 weeks to 2 days.
Commercial Analytics & Market Intelligence Platform
Built a global commercial analytics and market intelligence platform for a leading global consumer healthcare company, integrating sell-in, sell-out, market share, and competitor data across 25 markets.
Key Results
25 markets on single platform. 40% reduction in time-to-insight for commercial decisions. Automated data refresh replacing 80+ manual Excel reports.
Credit Risk Analytics & IFRS 9 Reporting
Implemented credit risk analytics and IFRS 9 reporting capabilities for a major state-owned bank, automating the calculation of Expected Credit Loss (ECL) provisions, Stage classification, and regulatory disclosures.
Key Results
IFRS 9 reporting cycle reduced from 3 weeks to 4 days. ECL model validated and approved by external auditors.
Customer Analytics & CRM Intelligence Platform
Built a customer analytics and CRM intelligence platform for a major state-owned bank, enabling relationship managers to identify cross-sell opportunities, track customer profitability, and segment the customer base for targeted campaigns.
Key Results
Cross-sell conversion rates improved by 28%. Customer profitability scoring deployed to 15M+ customers.
Customer Lifetime Value & Churn Prediction Platform
Designed and deployed a customer lifetime value scoring and churn prediction platform for a major mobile operator, leveraging machine learning models to identify at-risk customers and optimize retention campaigns.
Key Results
15% reduction in voluntary churn for targeted segments. CLV model deployed to 25M+ active subscribers. 3x improvement in retention campaign ROI.
Energy Analytics & Grid Performance Platform
Developed an energy analytics and grid performance platform for a major energy distribution company, enabling real-time monitoring of grid performance, outage prediction, and demand forecasting.
Key Results
Outage prediction accuracy improved by 35%. Demand forecasting error reduced by 18%. Enabled predictive maintenance scheduling.
Enterprise Data Warehouse & BI Platform
Architected and implemented the enterprise data warehouse and BI platform for Turkey's largest state-owned bank by assets.
Key Results
Consolidated 15+ source systems into a single EDW. Enabled self-service analytics for 300+ business users.
Enterprise Data Warehouse & Management Reporting
Designed and implemented the enterprise data warehouse and management reporting platform for a private deposit bank, consolidating retail, commercial, and treasury data to provide executive and board-level reporting.
Key Results
Single EDW serving all management reporting needs. Monthly management pack automated reducing preparation time by 70%.
Enterprise Financial Planning & Consolidation
Implemented enterprise financial planning and consolidation for a large telecom group, covering budget planning, quarterly forecasting, and statutory consolidation across the group's 10+ legal entities.
Key Results
Group consolidation cycle reduced from 15 days to 4 days. Automated IFRS adjustment calculations.
Financial Consolidation & Regulatory Reporting
Implemented IBM Cognos Controller for group-level financial consolidation across the bank and its subsidiaries, enabling automated intercompany eliminations, currency translation, and regulatory reporting packages.
Key Results
Reduced monthly close cycle by 40%. Automated BRSA regulatory report generation. Enabled consolidated balance sheet in real time.
Global Demand Forecasting & Supply Chain Analytics
Developed a global demand forecasting and supply chain analytics platform for a global biopharma company, combining statistical forecasting models with market intelligence to improve supply planning accuracy for 40+ oncology products.
Key Results
Forecast accuracy improved by 22%. Inventory holding costs reduced by $18M annually. Automated consensus forecasting process.
Group Financial Consolidation & Performance Reporting
Implemented group financial consolidation and performance reporting for a large cement group, covering statutory consolidation, management reporting, and KPI dashboards across 8 cement plants.
Key Results
Consolidated reporting reduced from 20 days to 5 days. Standardized KPI framework across all plants.
HR Analytics & Workforce Planning
Built a comprehensive HR analytics and workforce planning solution enabling the bank's HR department to model headcount scenarios, track personnel costs, and align workforce plans with financial budgets.
Key Results
Provided HR and Finance a shared platform for headcount planning. Enabled 'what-if' modelling for salary increase scenarios and hiring plans.
Integrated Budget Planning & Forecasting Platform
Designed and implemented an integrated budget planning and forecasting platform for a leading Turkish retail bank, consolidating over 30 budget templates into a unified Planning Analytics workspace.
Key Results
Reduced budget cycle from 6 weeks to 10 days. Eliminated manual Excel consolidation for 200+ users. Achieved single version of financial truth across all business lines.
Integrated Commercial Reporting Platform
Implemented an integrated commercial reporting platform for a major pharma company's local affiliate, consolidating sales force activity, market access, and market share data.
Key Results
Brand performance reporting reduced from weekly manual process to daily automated updates. Sales force deployment optimized based on territory analytics.
Logistics Network Analytics & Last-Mile Optimization
Designed a logistics network analytics and last-mile optimization platform for a major cargo company, enabling operations managers to analyze route efficiency and optimize courier allocation across 80+ distribution hubs.
Key Results
On-time delivery rate improved by 12%. Courier productivity increased by 18%. Fuel costs reduced by 9% through route optimization.
Manufacturing Performance & OEE Analytics
Implemented a manufacturing performance and OEE analytics platform for a diversified industrial group, connecting shop-floor data with financial KPIs.
Key Results
OEE improved by 8% through data-driven maintenance scheduling. Integration of SAP and shop-floor data eliminated manual reporting.
Patient Journey Analytics
Designed a patient journey analytics solution for a global biopharma company, mapping treatment pathways, time-to-treatment, and therapy switching patterns using real-world evidence data from US healthcare claims.
Key Results
Identified 3 key intervention points to improve patient outcomes. Informed commercial strategy for new product launch.
Payment Analytics & Merchant Intelligence Dashboard
Built a real-time payment analytics and merchant intelligence dashboard for a leading Turkish fintech, enabling the company to monitor transaction volumes, detect anomalies, and provide merchants with performance insights.
Key Results
Real-time transaction monitoring across 10,000+ merchants. 30% improvement in fraud detection response time.
Population Health Management & Risk Stratification Platform
Developed a population health management and risk stratification platform for a US managed care organization, enabling care managers to identify high-risk members and predict hospitalizations.
Key Results
15% reduction in preventable hospital admissions. Identified 8,000 high-risk members for proactive care management. $12M estimated savings in year 1.
Rare Disease Patient Identification & Market Access Analytics
Built a patient identification and market access analytics platform for a rare disease-focused biopharma's portfolio, using claims data and physician-level analytics.
Key Results
Identified 40% more eligible patients versus traditional methods. Reduced time to first prescription by 30 days on average.
Real-World Evidence Analytics Platform
Built a real-world evidence analytics platform for a medical device company, aggregating clinical trial data, EHR extracts, and claims data to demonstrate real-world effectiveness of vagus nerve stimulation therapy.
Key Results
RWE package supporting payer submissions in 5 markets. 60% improvement in payer engagement outcomes.
Reinsurance Analytics & Treaty Management
Built a reinsurance analytics and treaty management dashboard for a P&C insurance company, enabling underwriters and reinsurance managers to track cession rates, recoveries, and net retained risk.
Key Results
Full visibility into reinsurance program performance. Automated cession calculation reducing errors by 90%.
Retail Analytics & Store Performance Platform
Implemented a retail analytics and store performance platform for a major DIY retail chain, integrating POS, inventory, and CRM data to provide store managers and category teams with real-time performance visibility.
Key Results
Store-level P&L visibility for 120+ stores. Category performance insights reduced slow-moving inventory by 20%.
Route-to-Market Analytics & Sales Force Effectiveness
Delivered a route-to-market analytics and sales force effectiveness platform for a global beverage brand's local operation, enabling territory managers to optimize outlet coverage and track cooler performance.
Key Results
Sales force coverage improved by 18%. Cooler asset utilization increased by 25%. Route optimization reduced logistics costs by 12%.
Subscriber Analytics & Content Performance Platform
Built a subscriber analytics and content performance platform for Turkey's leading pay-TV operator, enabling the marketing team to analyze viewing behavior and measure content ROI.
Key Results
Churn prediction model reduced voluntary churn by 18%. Content investment decisions informed by 50M+ viewing events per day.
Subscriber Analytics & Network Performance Dashboard
Implemented a subscriber analytics and network performance dashboard for a major US cable operator, integrating billing, network, and customer service data.
Key Results
Reduced average handle time by 20% through better agent dashboards. Network-to-billing correlation enabled 25% faster fault resolution.
Subscriber Lifetime Value & Retention Analytics
Developed a subscriber lifetime value and retention analytics platform for a major US satellite radio company, enabling the data science team to build CLV models and identify churn risk segments.
Key Results
CLV model accuracy improved by 30%. Retention program ROI increased by $45M annually. Automated A/B test analysis framework.
Supply Chain & Distribution Analytics
Built supply chain and distribution analytics for Turkey's largest honey brand, enabling the company to optimize inventory levels, track distributor performance, and improve demand-supply matching.
Key Results
Inventory turnover improved by 15%. Distributor performance visibility enabled 10% reduction in stockouts.
Trade Promotion Analytics & ROI Measurement
Built a trade promotion analytics and ROI measurement solution for a global snack brand's local operation, enabling the commercial team to evaluate the incremental impact of promotions and optimize trade investment allocation.
Key Results
Trade promotion ROI improved by 22%. Promotion evaluation time reduced from 3 weeks to 2 days.