Ask Ellie is the AI chat agent that brings all your engineering context into Slack. Ask about code changes, PR status, sprint velocity, production issues, or analytics and get instant answers pulled from your actual tools. Create tickets, debug incidents, check what shipped, or find out who's blocking what, all without leaving chat. Connect GitHub, Jira, Linear, Sentry, PostHog, and more. No more dashboard hopping Just answers.
Hey Product Hunt! 👋 I'm Aiswarya, founder of Entelligence AI, and I'm excited to share Ask Ellie with you today.
Why we built this:
Our engineering team was spending hours every week switching between dashboards just to answer basic questions. GitHub for PRs, Jira for tickets, PostHog for analytics. Just to figure out "what's blocking the release?" felt like a scavenger hunt.
Dashboards are great for displaying data, but they don't answer questions. And they definitely don't meet you where you're already working.
What is Ask Ellie?
Ask Ellie is an AI chat agent that lives in Slack and connects your entire engineering stack. You can ask questions like:
"What broke prod last night?"
"Create a ticket for this Sentry error"
"How's our sprint velocity looking?"
"What PRs are stuck in review?"
"Show me analytics for the new checkout flow"
And get instant answers pulled from GitHub, Jira, Linear, Sentry, PostHog, and your meetings without leaving chat.
The journey:
We tested Ask Ellie internally for months before launching. It quickly became the tool our team couldn't work without. Watching engineers stop mid-conversation to ask Ellie instead of opening 5 tabs was the validation we needed.
What we're offering today:
Try Ask Ellie and leave us your honest feedback- we'll give you 3 months free. We genuinely want to hear what works, what doesn't, and how we can make it better.
I'm here all day to answer questions! Ask me anything about how we built it, the tech stack, our approach to AI, or even just what you'd want an AI agent to do for your team.
Thanks for checking out Ask Ellie. Really excited to hear what you think!
Interesting project. It would be great to integrate other related tools as well, like marketing ones — Google Analytics or Google Search Console — so you could ask how development impacted the results. For example, if a sprint was completed on February 1st, you could then ask on March 1st how sprint #XX affected traffic growth since its release to production.
Congrats on the launch. Does Ask Ellie support custom workflows or company-specific naming conventions?
Wow, Ask Ellie looks amazing! The ability to create Jira tickets directly from Slack is a huge time saver. How does it handle complex JQL queries when converting from a Slack message?
This will help avoid navigating the complex JIRA UX. Can we invite Ask Ellie to a group chat too?
This definitely isn’t a hyped tool but something that will be useful even past the novelty wears off
Turning conversations into tickets feels obvious in hindsight, which usually means it’s a great idea 🥷
Congrats on the launch! 🚀 Turning Slack discussions into actual tickets automatically is fantastic, but how customizable the ticket creation is?
I love this idea. Anything that reduces Jira and Slack back-and-forth is super helpful for engineering teams. 😀
Interesting product. How does Ask Ellie handle permissions across GitHub, Jira and Linear for different team roles?
Huge congrats on the launch! 🎉 Ask Ellie feels like a real unlock for engineering visibility in Slack-first teams—turning noisy threads into actionable tickets and insights without breaking dev flow.
Love the concept. does it support scheduled tasks like “Slack message me a custom posthog report every morning at 9 AM” ? Congrats on the launch! 
The focus on real engineering workflows instead of generic AI chat is what makes this meaningful. Excited to try this with our team.
Hey Product Hunt! 👋
I'm Aiswarya, founder of Entelligence AI, and I'm excited to share Ask Ellie with you today.
Why we built this:
Our engineering team was spending hours every week switching between dashboards just to answer basic questions. GitHub for PRs, Jira for tickets, PostHog for analytics. Just to figure out "what's blocking the release?" felt like a scavenger hunt.
Dashboards are great for displaying data, but they don't answer questions. And they definitely don't meet you where you're already working.
What is Ask Ellie?
Ask Ellie is an AI chat agent that lives in Slack and connects your entire engineering stack. You can ask questions like:
"What broke prod last night?"
"Create a ticket for this Sentry error"
"How's our sprint velocity looking?"
"What PRs are stuck in review?"
"Show me analytics for the new checkout flow"
And get instant answers pulled from GitHub, Jira, Linear, Sentry, PostHog, and your meetings without leaving chat.
The journey:
We tested Ask Ellie internally for months before launching. It quickly became the tool our team couldn't work without. Watching engineers stop mid-conversation to ask Ellie instead of opening 5 tabs was the validation we needed.
What we're offering today:
Try Ask Ellie and leave us your honest feedback- we'll give you 3 months free. We genuinely want to hear what works, what doesn't, and how we can make it better.
I'm here all day to answer questions!
Ask me anything about how we built it, the tech stack, our approach to AI, or even just what you'd want an AI agent to do for your team.
Thanks for checking out Ask Ellie. Really excited to hear what you think!