This is a great set of resources from Jeff Carr that expands upon the information I posted earlier on the PerformancePoint Planning and Architecture Guides.

Jeff's taken this one step LEAP further - This is your PerformancePoint Bible:

Help, How To, Guides, Manuals, & Forums

Planning Help: How do I ...

Monitoring Help: How do I ...

Guides and Manuals

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This is a GREAT resource for both customers and partners.