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Technology Selection

Selection Criteria​

Technical Requirements​

  • Performance Metrics
  • Scalability Needs
  • Security Standards
  • Integration Capabilities

Business Requirements​

  • Cost Structure
  • Support Level
  • Vendor Stability
  • Growth Potential

Core Technologies​

AI/ML Platforms​

  • Model Development
  • Training Infrastructure
  • Deployment Tools
  • Monitoring Systems

Data Infrastructure​

  • Storage Solutions
  • Processing Systems
  • Integration Tools
  • Security Framework

Development Tools​

  • IDE Integration
  • Version Control
  • CI/CD Pipeline
  • Testing Framework

Operational Tools​

  • Monitoring Solutions
  • Logging Systems
  • Analytics Platform
  • Management Console

Implementation Strategy​

Deployment Approach​

  • Phased Rollout
  • Testing Strategy
  • Migration Plan
  • Backup Systems

Integration Plan​

  • API Development
  • Service Mesh
  • Data Pipeline
  • Security Layer

Operational Support​

  • Monitoring Setup
  • Alert Systems
  • Support Process
  • Update Strategy

Performance Optimization​

  • Load Balancing
  • Caching Strategy
  • Resource Management
  • Scaling Rules

Risk Management​

Technical Risks​

  • System Failures
  • Security Breaches
  • Performance Issues
  • Integration Problems

Mitigation Strategies​

  • Redundancy Plans
  • Security Protocols
  • Performance Monitoring
  • Testing Procedures

Business Risks​

  • Vendor Lock-in
  • Cost Overruns
  • Support Issues
  • Adoption Challenges

Contingency Plans​

  • Backup Solutions
  • Budget Controls
  • Support Alternatives
  • Training Programs