We're excited to be releasing AI-powered remediation capabilities for the CxM platform. The new features automate context-gathering and code generation for cloud optimizations, compressing work that typically takes hours into pull requests that can be reviewed in minutes.
What's New
The platform now continuously scans cloud environments and automatically generates remediation pull requests when it identifies optimization opportunities. Key capabilities include:
- Automatic ownership inference: The AI maps resources to teams without requiring manual tagging infrastructure. It analyzes deployment patterns, repository connections, and infrastructure dependencies to route optimization work to the correct owners.
- Validated code generation: When the platform identifies waste, it generates the actual code changes needed to fix it. An oversized compute instance becomes a pull request with the corrected instance type. The AI validates changes before generating PRs.
- Full remediation context: Each pull request includes impact analysis, expected savings calculations, and documented implementation procedures. Engineers review optimization work the same way they review feature code.
- Continuous learning: The system tracks which recommendations get merged and which get rejected, improving its precision over time, based on team-specific patterns and preferences.
Why This Matters
According to Boston Consulting Group’s 2025 report, Cloud Cover: Price Swings, Sovereignty Demands, and Wasted Resources, up to 30% of enterprise cloud spending is wasted. The visibility problem is solved, dashboards and reports exist. The execution problem persists because remediation requires hours of context-gathering work that competes with feature delivery.
Traditional FinOps tools generate recommendations and stop there. CxM automates the research, validation, and code generation, delivering executable code fixes as pull requests, instead of dashboard alerts or endless tickets.
Availability
AI-powered remediation is available now for CxM platform customers. The system integrates with existing Git workflows and development tools.
Request a demo here!
