The Challenge

Semantic Evolution, a Fimatix company, required a seamless migration from an on-premise system to AWS cloud infrastructure.

The transition involved migrating a SQL Server database to PostgreSQL, redesigning the application architecture, and ensuring minimal disruption to customers.

The organisation lacked prior cloud experience, making security, scalability, and operational changes a significant challenge.

Traditional migration approaches could take months, but AI was used to accelerate planning, deployment, and optimization.

The Project 

Agentic AI analysed system requirements, generating an optimized migration plan. Generative AI provided a detailed infrastructure blueprint, ensuring the transition met performance and security requirements. The migration process included:

• Incremental testing of environments before full migration.
• AI-driven database conversion and query optimization.
• Implementation of Kubernetes-based microservices architecture.

Project Delivery

1.Incremental Testing & Migration:

• AI-assisted testing ensured accuracy before transitioning customer environments.
• Grafana dashboards monitored migration progress.

2.Cloud-Native Application Reconfiguration:

• AI-driven network security analysis optimized endpoint configurations.
• CI/CD pipelines enabled continuous deployment.

3.PostgreSQL Implementation:

• AI-optimized query conversion reduced database transition errors.
• Data reconciliation tools ensured consistency between old and new databases.

Benefits

• Faster Deployment: AI reduced migration time, improving time-to-market.
• Cost Reduction: PostgreSQL reduced licensing costs.
• Improved Security: AI-driven network security ensured regulatory compliance.
• Scalability: Kubernetes architecture enabled future growth

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