CHALLENGES IN TRADITIONAL APPROACHES ADDRESSED BY PVP

Complexity

• Descriptions: Increased complexity due to managing multiple environments separately.
• Resolutions in PVP: Simplifies management by consolidating all activities with-in one environment, reducing overall complexity like no DevOps, CI/CD, Metadata Management, Data Quality, Data Governance, and Data Lineage etc.

Resource Efficiency

• Descriptions: Requires separate resources for development, testing, and production, potentially leading to re-source contention and inefficiencies.
• Resolutions in PVP: Optimizes resource allocation by consolidating all activities within a single environment.

Integration Challenges

• Descriptions: Challenges in integrating and ensuring compatibility across multiple environments, leading to delays and errors.
• Resolutions in PVP: Lowers integration costs and risks by simplifying integration efforts within a single environment, reducing complexity and potential errors.

Privacy & Security Vulnerabilities

• Descriptions: Increased privacy & security vulnerabilities due to the need for separate security measures for each environment.
• Resolutions in PVP: Enhances privacy & security oversight and reduces vulnerabilities by implementing single security measures within one environment.

Cost Over-runs

• Descriptions: Higher costs associated with maintaining and managing multiple environments, potentially leading to budget overruns.
• Resolutions in PVP: Minimizes costs and risks of overruns by consolidating infra-structure, licenses, and resources within a single environment, optimizing cost-effectiveness.

Deployment Complexity

• Descriptions: Deployment complexity and risks due to the need for careful coordination and management across different environments.
• Resolutions in PVP: Due to single environment, deployment across environments is not re-quired.

Scalability Challenges

• Descriptions: Challenges in scaling infrastructure and resources independently across development, testing, and production environments.
• Resolutions in PVP: Simplifies scalability management by al-lowing for unified scaling across all stages within one environment, reducing complexity and ensuring scalability.

Support and Maintenance Overhead

• Descriptions: Increased maintenance overhead due to the need for separate management and upkeep for each environment.
• Resolutions in PVP: Reduces maintenance overhead and risks by centralizing management tasks within one environment, streamlining maintenance efforts and minimizing overhead.