Kubiya — ChatOps + Workflow Execution
| Activities: Y/H | Diagnostics: P/M | Provisioning: Y/M |
| Event ontology: P/L | Observability: P/L | Confidence: Medium |
Build style / interface — Chat-first platform (Slack and Microsoft Teams) with a web console and CLI; combines conversational AI with a workflow engine and YAML-based automation definitions.
What it actually does — Acts as an AI-powered DevOps and SRE assistant that executes real operational workflows from chat. It provisions infrastructure, runs CI/CD tasks, deploys to Kubernetes, answers operational questions from internal documentation, and orchestrates multi-step remediation workflows with human-in-the-loop approvals.
Data / telemetry — Contextual and operational data from connected systems: chat commands, workflow state, infrastructure metadata, CI/CD events, alert notifications, and internal knowledge bases. Raw metrics and logs remain in external observability platforms and are queried on demand.
Interoperability — Broad integration across the DevOps toolchain: AWS, GCP, Azure, Kubernetes, Terraform, Helm, Argo CD, GitHub/GitLab, CI/CD systems, Jira, ServiceNow, and observability tools. Provides APIs, SDKs, and an open-source runner/CLI for extending workflows.
Deployment model — SaaS control plane with optional self-hosted runners deployed in customer environments; hybrid and enterprise deployments supported.
Notes — Strong focus on self-service operations and delegation via ChatOps; emphasizes execution and workflow orchestration rather than deep diagnostics or native observability.
🧠 UKM Snapshots
ingest Y/M, index Y/M, retrieval Y/M, governance P/M, overall medium
Note: Leverages internal documentation and runbooks to answer questions and guide workflows; not a general-purpose enterprise knowledge graph.
⚙️ UAM Snapshots
ingest Y/H, index Y/M, retrieval Y/M, governance Y/M, overall high
Note: Core strength of the platform; supports multi-step automation, approvals, RBAC, and full audit trails for executed actions.
🔍 UDM Snapshots
ingest P/M, index P/M, retrieval P/M, governance P/L, overall medium
Note: Diagnostics are assisted through queries and context gathering; relies on external tools for detection and RCA.
👁️ UOM Snapshots
ingest P/L, index P/L, retrieval P/L, governance P/L, overall low
Note: Observability signals are consumed via integrations; Kubiya does not store or analyze telemetry itself.
🧬 UEOM Snapshots
ingest P/L, index P/L, retrieval P/L, governance P/L, overall low
Note: Event handling is workflow-driven rather than based on a unified event ontology.
🚀 UPM Snapshots
ingest Y/M, index Y/M, retrieval Y/M, governance Y/M, overall medium-high
Note: Supports controlled provisioning and change execution through infrastructure-as-code, cloud APIs, and GitOps tooling.
Latest updates — Expanded multi-agent capabilities, improved workflow generation from natural language, and broader enterprise integrations (2024–2025).
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