Contribute
Submit a structured improvement with sources.
Community Intelligence
Contribute corrections, missing evidence and ideas that make the enterprise AI capability benchmark more accurate, useful and trusted.
No submission can automatically change verified evidence, scores, rankings or taxonomy. Every consequential change requires validation.
Submit a structured improvement with sources.
Categorise, detect duplicates and calculate initial priority.
Review evidence and make a Build, Schedule, Monitor or Decline decision.
Publish validated changes and recognise meaningful impact.
Contribute intelligence
Quality, evidence and impact matter more than volume. Supporting sources improve confidence and help the weekly review reach a decision.
Community Intelligence Roadmap
Only governance-approved public summaries appear here. Contributor identity and private evidence remain protected.
Contributions being evaluated or monitored for more evidence.
Governance-approved improvements currently in progress.
Validated improvements already incorporated into ChannelSkills.
Contribution recognition
Recognition may be awarded after validated improvements create measurable value. Submission alone never earns a badge.
High-quality improvements that strengthen the platform.
Validated corrections that improve provider-data integrity.
Material improvements to evidence, scoring or benchmark trust.