Products/AI Analytics / Data Assistant/Alkemi

Alkemi

Data Answers in Slack

AI Analytics / Data Assistantaidata-analysisslack-integrationReviewed

Our Take

Alkemi showed up on Product Hunt and said "what if your Slack had a coworker who actually knew SQL?" It's your AI data teammate that lives in Slack—ask it questions about your data, get answers back, no SQL degree required. Think of it as having a data analyst who's online 24/7 and never gets annoyed by your questions.

It's built for teams who have data sitting in Snowflake, BigQuery, PostgreSQL, whatever—but nobody on the team knows how to query it. Instead of waiting days for an analytics ticket, you just @mention Alkemi inSlack and ask "what was our churn rate last quarter?" It writes the query, runs it, and gives you results in plain English. No dashboard hunting, no "let me pull that for you" Slack threads.

Listed under Vibe Coding Tools and AI Coding Agents on Product Hunt, which tells you exactly where they think this fits—in the new wave of AI tools that let regular humans do technical things without writing code. That's the whole vibe right now: AI that removes friction instead of just being a fancier search bar.

alkemi on Product Hunt →

AI-powered data assistant that lets teams ask data questions directly in Slack and get instant answers, reports, charts, and recommendations without requiring SQL or analysts.

Key Features

Ask data questions directly in Slack channels, Get governed answers grounded in systems of record with permission controls and audit logs, Generate instant charts, summaries, and analysis, Collaborate on insights in real-time with team threads, Connect to data sources with enterprise-grade permissions

Problem It Solves

Teams lose momentum when they need data because conversation stops until someone manually pulls numbers. Data requests are slow and create context-switching.

Target Customer

Data teams and business teams who need real-time data insights without waiting on analysts or building dashboards.

Use Cases

Revenue Performance tracking - identify what changed vs last period and why, Channel & Demand Shift - track where demand is moving in real-time, Pricing & Margin - detect margin leaks and competitive pressure, Category & Share of Wallet - map category growth and brand share shifts

Differentiator

Delivers data insights directly in Slack where teams already work, eliminating the need to switch contexts or wait on analysts. Every response is governed with permission controls and audit logs.

Why Now

Teams need to make decisions in real-time but traditional data requests are too slow. Conversations stall while waiting for someone to pull numbers.