Kuberns Platform

Activities: P/M	Diagnostics: P/M	Provisioning: Y/H
Event ontology: P/L	Observability: P/M	Confidence: Low

Build style / interface — Low-code PaaS UI with “one-click deploy”.
What it actually does — Deploys and scales applications; claims AI-assisted cost and performance optimisation.
Data / telemetry — Basic platform metrics.
Interoperability — Not well documented.
Deployment model — Managed PaaS.
Notes — Limited third-party validation; treat as tentative.

UKM Snapshots: ingest P/L, index N/L, retrieval P/L, governance P/L, overall low
Note: Coverage — Ingest P/L; Index N/L; Retrieval P/L; Governance P/L; Overall low

UAM Snapshots:
ingest P/M, index P/M, retrieval P/M, governance P/M, overall medium
Note: Coverage — Ingest P/M; Index P/M; Retrieval P/M; Governance P/M; Overall medium

UDM Snapshots:
ingest P/M, index P/M, retrieval P/M, governance P/M, overall medium
Note: Coverage — Ingest P/M; Index P/M; Retrieval P/M; Governance P/M; Overall medium

UOM Snapshots:
ingest P/M, index P/M, retrieval P/M, governance P/M, overall medium
Note: Coverage — Ingest P/M; Index P/M; Retrieval P/M; Governance P/M; Overall medium

UEOM Snapshots:
ingest P/L, index P/L, retrieval P/L, governance P/L, overall low-medium
Note: Coverage — Ingest P/L; Index P/L; Retrieval P/L; Governance P/L; Overall low-medium

UPM Snapshots:
ingest Y/H, index Y/H, retrieval Y/H, governance Y/H, overall high
Note: Coverage — Ingest Y/H; Index Y/H; Retrieval Y/H; Governance Y/H; Overall high

Latest updates — Kuberns posts new guides and blog updates (Oct 7–14, 2025). Links — Official Site, Docs, Blog