Updated October 2026 with a seventh element on AI features and a new FAQ. The expert quotes are from the original 2019 article.

Summary: What should you look for in enterprise reporting software? The requirements vary by company, but I believe certain elements belong in any good reporting tool. Here are 7 of them. The seventh is new for 2026 and covers the AI features now showing up in reporting tools.

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