Opsera Hummingbird

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

Build style / interface — Low-code dashboards and unified insights.
What it actually does — Aggregates CI/CD and SCM data to produce DORA and DevEx metrics; provides AI insights and recommendations.
Data / telemetry — CI pipelines, source control events, release events; analytics on AI code assistant adoption.
Interoperability — Connectors to integrate with CI/CD, SCM and other tools; actions triggered via integrations.
Deployment model — SaaS.
Notes — Does not perform provisioning directly; relies on integrations for infrastructure changes.

UKM Snapshots: ingest Y/M, index P/M, retrieval Y/M, governance Y/M, overall medium
Note: Ingestion & Validation: Y/M; Normalization & Enrichment: Y/M; Opsera normalizes disparate tool data into a common model

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

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

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

UEOM 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

UPM 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

Latest updates — Opsera raises $20M; Hummingbird AI agents highlighted (Apr 2, 2025). Links — Official Site, Docs, Blog