This file summarizes capability maturity across UKM, UAM, UDM, UOM, UEOM, UPM using the Atlas token set and a normalized 0–4 scale.

Legend

Token Level
Y/H 4
Y/M 3
P/M 2
P/L 1
N/L 0

Capability Definitions

UKM — Knowledge Management. A vendor‑neutral baseline describing how platforms ingest, normalize, index, retrieve, and govern organizational knowledge.

UAM — Activities Management. A vendor‑neutral framework describing how intelligent platforms capture, sanitize, enrich, index, retrieve, replay, summarize, and govern human/tool activity. This version aligns the Activities capability in the Atlas with a 0–4 maturity scale and tightens acceptance criteria, KPIs, and lint rules.

UDM — Diagnostics Management. A vendor‑neutral baseline describing how intelligent Ops/Observability systems detect, enrich, correlate, explain (RCA), and recommend/remediate incidents — with verifiable evidence.

UOM — Observability Management. A vendor‑neutral baseline describing how platforms collect, normalize, store, explore, alert, correlate, and govern observability data (metrics, logs, traces, events, profiles).

UEOM — Event/Ontology Management. A vendor‑neutral baseline describing how platforms model, validate, materialize, retrieve, and govern event & topology knowledge as a graph.

UPM — Provisioning Management. A vendor‑neutral baseline describing how platforms plan, validate, execute, verify, and audit provisioning & change operations.

Capability Matrix — Tokens

Platform UKM UAM UDM UOM UEOM UPM
Atlassian Rovo Dev Y/M Y/M Y/M P/L P/L P/L
AWS Strands SDK P/M P/L P/M P/M P/L Y/M
Cisco Splunk AI Agents Y/H Y/H Y/H Y/H Y/H N/L
Databricks Agent Bricks Y/M Y/M P/L P/M Y/M P/L
Datadog Bits AI & Agents Y/M Y/H Y/H Y/H Y/M P/L
Dataiku AI Agents Y/M Y/M P/M Y/M Y/M P/L
DuploCloud AI Help Desk Y/M Y/M Y/H Y/M P/M Y/H
Dynatrace Davis AI Y/H Y/H Y/H Y/H Y/H N/L
Elastic AI Assistant Y/M P/M P/M Y/M P/M N/L
GitHub Copilot Coding Agent Y/M P/M P/M P/M N/L P/L
Google Vertex AI Agent Builder P/M P/L P/L Y/M P/L P/L
IBM AskIAM Y/M Y/M Y/M P/L P/M Y/H
JFrog Fly (Agentic Repo) Y/M Y/M P/M P/M Y/M P/L
Kagent (Solo.io) Y/M Y/M Y/H Y/H P/M Y/M
Kuberns Platform P/L P/M P/M P/M P/L Y/H
Microsoft Azure Agent Service (Foundry) Y/M Y/M N/L Y/M P/M P/L
Microsoft Azure Copilot (Agent Mode) P/M Y/M P/M P/L P/L Y/M
New Relic AI Y/M P/L Y/M Y/H Y/M N/L
Opsera Hummingbird Y/M Y/M Y/M Y/M P/M P/L
PagerDuty AIOps Y/M Y/M Y/M P/L P/M P/L
Qovery AI Migration Agent P/L P/L P/L P/L N/L Y/H
Salesforce Agentforce (OpsAI) Y/H Y/M Y/H Y/M Y/H Y/M
ServiceNow AI Agent Orchestrator Y/H Y/H Y/H Y/M Y/M Y/M
Snowflake Cortex Agents Y/M Y/M P/L P/L Y/H P/L
Termius — Gloria N/L P/M P/M P/M N/L P/M
Zencoder AI Agents P/M Y/M Y/M P/L N/L P/L

Capability Matrix — Levels (0–4) + Composite

Platform UKM UAM UDM UOM UEOM UPM Composite (0–4)
Atlassian Rovo Dev 3 3 3 1 1 1 2.00
AWS Strands SDK 2 1 2 2 1 3 1.83
Cisco Splunk AI Agents 4 4 4 4 4 0 3.33
Databricks Agent Bricks 3 3 1 2 3 1 2.17
Datadog Bits AI & Agents 3 4 4 4 3 1 3.17
Dataiku AI Agents 3 3 2 3 3 1 2.50
DuploCloud AI Help Desk 3 3 4 3 2 4 3.17
Dynatrace Davis AI 4 4 4 4 4 0 3.33
Elastic AI Assistant 3 2 2 3 2 0 2.00
GitHub Copilot Coding Agent 3 2 2 2 0 1 1.67
Google Vertex AI Agent Builder 2 1 1 3 1 1 1.50
IBM AskIAM 3 3 3 1 2 4 2.67
JFrog Fly (Agentic Repo) 3 3 2 2 3 1 2.33
Kagent (Solo.io) 3 3 4 4 2 3 3.17
Kuberns Platform 1 2 2 2 1 4 2.00
Microsoft Azure Agent Service (Foundry) 3 3 0 3 2 1 2.00
Microsoft Azure Copilot (Agent Mode) 2 3 2 1 1 3 2.00
New Relic AI 3 1 3 4 3 0 2.33
Opsera Hummingbird 3 3 3 3 2 1 2.50
PagerDuty AIOps 3 3 3 1 2 1 2.17
Qovery AI Migration Agent 1 1 1 1 0 4 1.33
Salesforce Agentforce (OpsAI) 4 3 4 3 4 3 3.50
ServiceNow AI Agent Orchestrator 4 4 4 3 3 3 3.50
Snowflake Cortex Agents 3 3 1 1 4 1 2.17
Termius — Gloria 0 2 2 2 0 2 1.33
Zencoder AI Agents 2 3 3 1 0 1 1.67

Leaders by Capability (Top 5)

UKM

Platform UKM
Cisco Splunk AI Agents 4
ServiceNow AI Agent Orchestrator 4
Salesforce Agentforce (OpsAI) 4
Dynatrace Davis AI 4
Atlassian Rovo Dev 3

UAM

Platform UAM
Cisco Splunk AI Agents 4
Datadog Bits AI & Agents 4
ServiceNow AI Agent Orchestrator 4
Dynatrace Davis AI 4
Atlassian Rovo Dev 3

UDM

Platform UDM
Kagent (Solo.io) 4
Cisco Splunk AI Agents 4
ServiceNow AI Agent Orchestrator 4
Datadog Bits AI & Agents 4
Salesforce Agentforce (OpsAI) 4

UOM

Platform UOM
Kagent (Solo.io) 4
Cisco Splunk AI Agents 4
Datadog Bits AI & Agents 4
New Relic AI 4
Dynatrace Davis AI 4

UEOM

Platform UEOM
Salesforce Agentforce (OpsAI) 4
Cisco Splunk AI Agents 4
Dynatrace Davis AI 4
Snowflake Cortex Agents 4
Databricks Agent Bricks 3

UPM

Platform UPM
Kuberns Platform 4
DuploCloud AI Help Desk 4
Qovery AI Migration Agent 4
IBM AskIAM 4
Kagent (Solo.io) 3

Composite (Avg of 6)

Platform Composite Avg (0–4)
ServiceNow AI Agent Orchestrator 3.5
Salesforce Agentforce (OpsAI) 3.5
Cisco Splunk AI Agents 3.33
Dynatrace Davis AI 3.33
Kagent (Solo.io) 3.17

Notes & Gates Applied

  • Evidence gates from each baseline apply: missing exports/permalinks/citations/approvals cap scores at Level 2–3 as defined in UPM/UDM/UOM/UKM/UEOM baselines.
  • Cross‑signal gate (UOM): lack of metrics↔logs/traces drill‑downs caps UOM ≤ 2.
  • Rollback gate (UPM): no executed rollback evidence caps UPM ≤ 3.
  • Graph gate (UEOM): no SHACL or named‑graph tenancy caps UEOM ≤ 2.
  • Governance gate (UKM/UOM): no visibility/tenant enforcement caps ≤ 2–3 as specified.

Baselines Referenced

Use these pages for the full acceptance criteria, evidence gates, and examples for each capability:

Use these categories as a lens when reviewing platforms in the Platform Directory and Platform Overview.

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