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Original research

Research you can check and reuse.

Compare what vendors document across six platforms. Each dated report explains its method and limitations, with a downloadable dataset and change log.

Read the baseline alongside current release coverage.

The September comparison remains a dated evidence baseline. For release-specific October analysis, read the SAP Learning AI release guide and the Workday Learning powered by Sana assessment. Those articles retain their own evidence dates and limitations.

Baseline v1.0 · 29 September 2026

AI action and governance in enterprise learning

A comparison of documented AI actions, permissions, approvals, undo options and audit records across six learning platforms.

Decision takeaway

Ask what the AI can change, who can use it and which actions need approval.

Baseline v1.0 · September 2026

AI in enterprise learning: capability map

Official product and release documentation compared across seven types of AI feature for SAP SuccessFactors, Workday, Oracle, Cornerstone, Docebo and 360Learning.

Decision takeaway

Compare the task you need AI to perform, the data it uses and whether it is available in your release.

How to read and reuse this research

Check the evidence

Check the method, evidence cutoff and limitations before applying a finding.

Evidence policy

Comparison without scoring

Documented, Planned and Not established describe the public evidence. They are evidence states rather than vendor rankings.

Methodology

Dated reports and revisions

You can return to the original dated report and follow later updates in its change log.

Intelligence history
A specific decision

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