BigQuery x Slack Reporting

I posted on LinkedIn about this AI automation use case. The apps used were BigQuery, Slack, OpenAI, and Gmail. You can find it here: Post

This system answers most internal sales queries in Slack. All on Auto Pilot.

Every other day, someone on the team would ask:

• “What were our top 3 selling products last month?”
• “How much was the sales for X SKU?”
• “Did our Mumbai store beat Delhi in sales again?”
• “Where’s the sales spike coming from this week?”

Sometimes it’s the CEO
Sometimes it’s marketing
Sometimes it’s store ops

And it always comes in via Slack DMs or scattered emails —
Right when you’re neck-deep in something else

A friend of mine was stuck in this exact chaos.
He was answering all of it manually- delayed, distracted and drained.

So we built a solution using callin.io:
An AI-powered reporting assistant that lives inside Slack. You could call it an AI-Agent if you like.

Here’s what it does:

Understands natural language queries

Pulls real-time data from the database

Sends instant replies in Slack or Email

Handles 9/10 questions without any human involved

No delays. No guesswork.
Now reporting isn’t a task, it’s just a conversation.

Want to build something like this for your team or client?
Happy to share the architecture or brainstorm it with you!