# Case Studies

Driving growth, optimizing costs, managing risk, and unlocking insights, for real results.

### [Governed Metrics for AI](/content/case-studies/semantic-layer-enterprise-metrics/index.html)
Single logic across every interface

### [Compliance Reporting](/content/case-studies/compliance-reporting/index.html)
Reporting automated

### [Audience Segmentation](/content/case-studies/audience-segmentation/index.html)
Targeting efficiency improved

### [Clinical Data Pipelines](/content/case-studies/clinical-data-pipelines/index.html)
Research access improved

### [Fraud Detection Models](/content/case-studies/fraud-detection-models/index.html)
Detection precision improved

### [Transaction Data Pipelines](/content/case-studies/transaction-data-pipelines/index.html)
Faster risk analytics access

### [Incremental Data Extraction](/content/case-studies/incremental-data-extraction/index.html)
Reliability issues resolved

### [Fleet Maintenance Analytics](/content/case-studies/fleet-maintenance-analytics/index.html)
Millions in savings identified

### [Digital Wallet Analytics](/content/case-studies/digital-wallet-analytics/index.html)
22% MAU increase

### [Server-Side Analytics](/content/case-studies/server-side-analytics/index.html)
Metric accuracy restored

### [Salesforce Data Migration](/content/case-studies/salesforce-data-migration/index.html)
Unified platform enabled

### [LLM Hardware Integrations](/content/case-studies/llm-hardware-integrations/index.html)
50K+ monthly downloads

### [Real-Time Grocery Rec](/content/case-studies/real-time-grocery-rec/index.html)
Real-time personalization enabled

### [Fiber Deployment Vision](/content/case-studies/fiber-deployment-vision/index.html)
Planning time reduced

### [Federated Cancer Prediction](/content/case-studies/federated-cancer-prediction/index.html)
Privacy-preserving ML deployed

### [Inventory Accuracy ML](/content/case-studies/inventory-accuracy-ml/index.html)
$80M recovered sales

### [Automated Analytics Reporting](/content/case-studies/automated-analytics-reporting/index.html)
Pre-sales efficiency improved

### [Customer Behavior Analytics](/content/case-studies/customer-behavior-analytics/index.html)
Lifecycle visibility enabled

### [Product Impact Prediction](/content/case-studies/product-impact-prediction/index.html)
40% faster evaluations

### [News Recommendation System](/content/case-studies/news-recommendation-system/index.html)
~30% gain in discovery metrics

### [Promotional Recommendations](/content/case-studies/promotional-recommendations/index.html)
CTR and CVR accuracy improved

### [Unified Data Platform](/content/case-studies/unified-data-platform/index.html)
AI-first scalability enabled

### [Centralized Feature Store](/content/case-studies/centralized-feature-store/index.html)
Deployment cycle cut to 20 days

### [AI Matchmaking Pipeline](/content/case-studies/ai-matchmaking-pipeline/index.html)
Scalable pairing enabled

### [Interactive LLM Demos](/content/case-studies/interactive-llm-demos/index.html)
Customer engagement increased

### [Unified Ecommerce Analytics](/content/case-studies/unified-ecommerce-analytics/index.html)
Cross-system visibility delivered

### [Real-Time Anomaly Detection](/content/case-studies/real-time-anomaly-detection/index.html)
Near real-time detection achieved

### [Adaptive Ecommerce Personalization](/content/case-studies/adaptive-ecommerce-personalization/index.html)
Engagement and conversion lift

### [Adaptive Energy Optimization](/content/case-studies/adaptive-energy-optimization/index.html)
32% reduction in energy use

### [Resilient Demand Forecasting](/content/case-studies/resilient-demand-forecasting/index.html)
Higher forecast accuracy at scale

### [Automated Research Review](/content/case-studies/automated-research-review/index.html)
15% reduction in manual review

### [ML Quality Control](/content/case-studies/manufacturing-quality-control-ml/index.html)
Cuts defects by up to 75%

### [Market Research LLM](/content/case-studies/market-research-llm-automation/index.html)
Insights in minutes, not days

### [Generative AI Recommenders](/content/case-studies/recommender-generative-ai/index.html)
Boosts conversion rates at scale

### [Databricks - GenAI Recommender](/content/case-studies/databricks-based-generative-ai/index.html)
Boosts conversion rates at scale

### [Databricks - Market Research LLM](/content/case-studies/databricks-based-market-research-llm-automation/index.html)
Insights in minutes, not days

### [Predictive Analytics for Downtime](/content/case-studies/manufacturing-downtime-predictive-analytics/index.html)
Reduces downtime 20–50%

### [AI Support for Digital Banking](/content/case-studies/ai-customer-support-digital-bank/index.html)
Automates 60–80% of inquiries

### [Databricks Cost Optimization](/content/case-studies/databricks-cost-optimization/index.html)
Lowers compute costs by 25–40%

### [AI Inventory Optimization](/content/case-studies/ai-inventory-optimization-retail/index.html)
Cuts stockouts by up to 30%

### [DBT Data Mesh Strategy](/content/case-studies/dbt-data-mesh-strategy/index.html)
Unified metrics for faster decisions

### [AWS AutoML for Vision](/content/case-studies/aws-automl-computer-vision/index.html)
20% higher accuracy than Vertex AI

### [Revenue Forecasting Models](/content/case-studies/sales-revenue-forecasting/index.html)
Sales +16% by filtering low performers

### [RTB Model Serving Platform](/content/case-studies/ml-serving-platform/index.html)
20× throughput, 1M req/s, 10ms latency

### [Centralized RTB ML Platform](/content/case-studies/ml-platform-rtb/index.html)
Cuts Snowflake costs 30% with QA

### [Real-Time Ad Data Streaming](/content/case-studies/real-time-data-streaming/index.html)
10× capacity, 1M req/s, <10ms latency

### [Vehicle Demand Forecasting](/content/case-studies/vehicle-demand-forecasting/index.html)
15% more sales, 22% less overstock

### [AI Price Optimization](/content/case-studies/ai-price-optimization/index.html)
CVR +15% and higher revenue per sale

### [Unified Data Visualization](/content/case-studies/data-visualization-decisions/index.html)
Reports in minutes with clear visibility

### [Marketing User Analytics](/content/case-studies/user-behavior-analytics/index.html)
Self-serve insights that lift conversions

### [Loan Risk ML Models](/content/case-studies/loan-risk-machine-learning/index.html)
Improves default accuracy 20–35%