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Best AI agents for data analysts

Analytics teams, BI engineers, data scientists.

For analysts, AI agents in 2026 are best at the bookend work — research and source synthesis on one end, narrative writing on the other. The hard middle (data wrangling, model selection, statistical judgment) still belongs to humans.

These five pair well: Perplexity Labs or Manus for upstream research, Claude Code for ad-hoc analysis and SQL, NotebookLM-style tools for structured note-keeping. Skip "AI analyst" tools that promise to replace SQL; the leverage isn't there yet.

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