Every 'quick data question' costs three days in the analytics queue. Five tools that let PMs interrogate the numbers directly.
Hex
A collaborative data workspace whose Magic AI writes SQL, builds charts, and explains results from prompts.
Why it matters for PMs: Answers your own funnel question in the meeting where it came up, not in next week's data-team sync.
hex.tech ↗Julius
An AI data analyst that ingests spreadsheets and databases, then answers questions with charts and statistics.
Why it matters for PMs: Handles the one-off CSV forensics — churn cohorts, survey cross-tabs — that never justify a data-team ticket.
julius.ai ↗Mixpanel
Product analytics with an AI assistant that builds reports and funnels from natural-language questions.
Why it matters for PMs: Lowers the query bar enough that your whole squad self-serves, ending the PM-as-dashboard-concierge era.
mixpanel.com ↗— Signal Brief · every weekday morning · no sponsorships, no job board, no Slack.