
Custom Gen-AI automates Helm chart creation
Client: Top global transport company | Solution: AI automates Helm chart generation and validation
Manual Helm charts delayed deployments
Platform engineers managed hundreds of microservices with frequent updates. Each required unique Helm charts that were created and edited manually. This led to repetitive work, inconsistent formats, and release delays across teams.
Solution
The company partnered with Calsoft to integrate custom Gen-AI into its CI/CD pipeline for automated chart creation and maintenance.
- AI-generated drafts triggered with every code change
- Continuous learning from feedback to improve accuracy
- Standardized templates and validation across all services
- Seamless GitHub pipeline integration for synchronized releases
This approach reduced manual intervention and improved release velocity without compromising accuracy.
Business Value

Faster releases
Chart generation in seconds
Higher productivity
Less manual editing
Consistent configurations
Standardized templates
Scalable process
Supported rapid service growth

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