Short lists of new AI products, written for one audience at a time.

The Best AI Tools for Data and Analytics (May 2026)
Data and analytics tools used to mean SQL editors and BI dashboards. The new wave of AI products lets you ask questions in plain English, deploy autonomous research agents, and turn warehouse data into reports without code. Here are eight worth your attention.

The Best AI Tools for Project Management (May 2026)
Project management tools used to help you plan work. The new wave of AI-native PM tools actually does the work — capturing decisions, surfacing blockers, and running long-running workflows. Here are seven worth your attention.

The Best New AI Tools for Marketers (May 2026)
AI is reshuffling what marketers spend their time on — drafting copy, generating video, scoring leads, fighting for visibility in AI search. We picked 17 new tools from the past month, sorted by where they fit, that working marketers should pay attention to.

12 AI Tools for Product Managers Worth Trying in April 2026
Anthropic just shipped Claude Design. Lyzr launched Architect. New agents are quietly automating design, feedback synthesis, and validation. We picked 12 AI tools every PM should evaluate this month — plus a rubric for deciding which ones earn a seat.
