INDUSTRY CASE
Product Manager
Breaking Down Data Silos: How AstroBee Helps PMs Build Better Products
If you’re a product manager, you probably know this pain: Usage data lives in your product database or analytics tool, customer feedback is scattered across Zendesk, Intercom, and Slack, feature requests are tracked in Jira or Notion, revenue impact is buried in Stripe or Salesforce None of it talks to each other. When you need to answer a question like “Which features are driving the most adoption among high-value customers?” you’re stuck waiting on analysts, exporting messy CSVs, or juggling dashboards that never quite align. PMs shouldn’t need a full data team just to know what users want. AstroBee makes that possible.
The old way
Export data, clean it, book time with analysts, wait for a dashboard, then translate it for team members. Weeks pass, the cost of waiting rises.
The AstroBee Way
Completely independent and self-serve.
Connect
Plug in Mixpanel, Jira, Zendesk, Intercom, Salesforce, and Stripe.
Generate
Behind the scenes, AstroBee normalizes your data so “event,” “ticket,” “feature request,” and “customer” all connect.
Act
Get insights and recommendations from AstroBee using your own data.
One source of truth without the backlog
Instead of begging analysts for a custom report, AstroBee connects to your existing systems and builds a single, unified view of product + customer data.
Think of it as a translation layer that automatically aligns:
“Event” in Mixpanel
“Ticket” in Zendesk
“Feature request” in Jira
“Customer” in Salesforce
Everything finally matches up, so you can see usage, feedback, and business impact all in one place.
Why this matters for PMs and AI assistants
PMs are being asked to move faster and ship smarter. Many are starting to use AI copilots for roadmap planning, feature analysis, or writing PRDs.
Here’s the catch: most AI agents only see part of the picture. They can summarize a feedback channel, but they can’t tie it to product usage or revenue impact.
With AstroBee, the assistant only needs one call. Everything is unified in the background, so you can finally get complete, trustworthy answers in seconds.
Think of it as your product ops partner, always on.
A quick example
Once AstroBee understands your data, you can ask it insights, actionable recommendations and more.
You want to know: “Which new feature requests came from customers who adopted our beta and generated more than $50k in ARR?”
Normally, you’d
Export feature request data from Jira
Pull adoption metrics from Mixpanel
Cross-check revenue in Salesforce or Stripe
Stitch it all together in a spreadsheet
Wait weeks for analytics to automate it
With AstroBee
Connect Jira, Mixpanel, and Salesforce once
The ontology unifies “customer” and “feature request” across tools
Ask the question in AstroBee or through your PM copilot
Get a clear answer in seconds
Suddenly, roadmap decisions that took weeks now take minutes.
The payoff
Self‑serve lets you reach targets with no analysts, no backlog.
Save time
No more juggling spreadsheets or waiting on backlog tickets
Lower costs
Fewer custom reports and less analyst overhead
Faster insights
Make confident roadmap calls with complete context
Better prioritization
Tie feature requests to actual customer value
The future: unified data & smarter agents
Great PMs don’t just guess what to build: they listen to customers, watch usage patterns, and tie it back to business outcomes. But when that data is siloed, you’re making decisions in the dark.
AstroBee gives you the foundation to:
See which features drive adoption and retention
Prioritize requests based on real customer impact
Automate product analysis with AI agents that finally have the full picture
AstroBee helps PMs stop chasing data and start building products that customers love.