# Data & AI

Databases, data platforms, analytics, business intelligence, and machine-learning tooling.

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|

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*Source: Vioscale (https://www.vioscale.ai/categories/data-ai).*