Cake for AIOps

Modernize operations with intelligent automation and modular observability

Legacy operations stacks can barely keep up with modern infrastructure, let alone modern data. Logs, metrics, and alerts pour in faster than teams can triage, and manual responses slow everything down. AIOps bridges that gap, bringing intelligence and automation to incident detection, diagnosis, and resolution.

Cake provides a full AIOps stack built on open-source components and designed for real-world infrastructure. Use LLMs to interpret logs, correlate events, and trigger actions. Connect to observability tools like Prometheus and Grafana, orchestrate workflows with Kubeflow Pipelines, and monitor system health using open models like Evidently or NannyML.

With Cake, you can integrate the latest AIOps innovations into your workflows without being locked into an opaque vendor product. And because everything is modular and cloud agnostic, you reduce costs, improve flexibility, and maintain control over critical operational logic.

Key benefits

• Automate root-cause analysis: Use LLMs to summarize logs, correlate alerts, and reduce time-to-resolution.
  
  
• Reduce costs and complexity: Replace brittle custom scripts and siloed dashboards with integrated, reusable pipelines.
  
  
• Integrate open-source observability: Connect to tools like Prometheus, Grafana, and LLM-based detectors out of the box.
  
  
• Stay modular and cloud agnostic: Deploy anywhere and evolve your AIOps stack without lock-in.
  
  
• Ensure compliance and traceability: Capture logs, actions, and incident lineage for review and audits.