Real-World
Deployment Success

Our portfolio of enterprise deployments, demonstrating reduced latency, improved security, and significant cost savings.

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Financial Services On-Premise Kubernetes

Ultra-Low Latency Fraud Detection

Deployed a real-time transaction fraud model directly on the client's data center infrastructure, achieving sub-5ms inference latency and satisfying strict data residency regulations.

  • 35% reduction in false positives
  • Zero data exposure to external cloud providers
E-commerce & Retail AWS Cloud Optimized

Cost-Efficient Demand Forecasting

Migrated a monolithic forecasting model to a cost-optimized AWS Lambda/SageMaker serverless architecture, reducing idle compute costs by over 60%.

  • 62% reduction in monthly cloud spend
  • Full CI/CD pipeline for model updates in 15 minutes
Manufacturing Edge AI Deployment

Real-Time Quality Control at the Edge

Deployed lightweight image recognition models on factory floor hardware for instant defect detection, preventing faulty products from leaving the line with 99.8% uptime.

  • Latency reduced to under 50ms at device level
  • Remote OTA updates via secure MLOps channel
Government Air-Gapped Deployment

Isolated Sensitive Data Processing

Designed and implemented an air-gapped MLOps environment for highly sensitive government data, guaranteeing **no external network access** for the models or data streams.

  • Fully compliant with CISA security mandates
  • Secure model registry setup for internal use

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